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\n  \n 2023\n \n \n (9)\n \n \n
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\n \n\n \n \n \n \n \n Polytopic Superset Algorithm for Nonlinear Robust Optimization.\n \n \n \n\n\n \n Li, B.; Kim, K.; and Leyffer, S.\n\n\n \n\n\n\n arXiv preprint arXiv:2302.12306. 2023.\n \n\n\n\n
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@article{li2023polytopic,\n  title={Polytopic Superset Algorithm for Nonlinear Robust Optimization},\n  author={Li, Bowen and Kim, Kibaek and Leyffer, Sven},\n  journal={arXiv preprint arXiv:2302.12306},\n  year={2023}\n}\n\n
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\n \n\n \n \n \n \n \n Differentially Private Distributed Convex Optimization.\n \n \n \n\n\n \n Ryu, M.; and Kim, K.\n\n\n \n\n\n\n arXiv preprint arXiv:2302.14514. 2023.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{ryu2023differentially,\n  title={Differentially Private Distributed Convex Optimization},\n  author={Ryu, Minseok and Kim, Kibaek},\n  journal={arXiv preprint arXiv:2302.14514},\n  year={2023}\n}\n\n
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\n \n\n \n \n \n \n \n APPFLx: Providing Privacy-Preserving Cross-Silo Federated Learning as a Service.\n \n \n \n\n\n \n Li, Z.; He, S.; Chaturvedi, P.; Hoang, T.; Ryu, M.; Huerta, E.; Kindratenko, V.; Fuhrman, J.; Giger, M.; Chard, R.; and others\n\n\n \n\n\n\n In 2023 IEEE 19th International Conference on e-Science (e-Science), pages 1–4, 2023. IEEE\n \n\n\n\n
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@inproceedings{li2023appflx,\n  title={APPFLx: Providing Privacy-Preserving Cross-Silo Federated Learning as a Service},\n  author={Li, Zilinghan and He, Shilan and Chaturvedi, Pranshu and Hoang, Trung-Hieu and Ryu, Minseok and Huerta, EA and Kindratenko, Volodymyr and Fuhrman, Jordan and Giger, Maryellen and Chard, Ryan and others},\n  booktitle={2023 IEEE 19th International Conference on e-Science (e-Science)},\n  pages={1--4},\n  year={2023},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Federated Short-Term Load Forecasting with Personalization Layers for Heterogeneous Clients.\n \n \n \n\n\n \n Bose, S.; and Kim, K.\n\n\n \n\n\n\n arXiv preprint arXiv:2309.13194. 2023.\n \n\n\n\n
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@article{bose2023federated,\n  title={Federated Short-Term Load Forecasting with Personalization Layers for Heterogeneous Clients},\n  author={Bose, Shourya and Kim, Kibaek},\n  journal={arXiv preprint arXiv:2309.13194},\n  year={2023}\n}\n\n
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\n \n\n \n \n \n \n \n Distributionally Robust Decentralized Volt-Var Control with Network Reconfiguration.\n \n \n \n\n\n \n Byeon, G.; and Kim, K.\n\n\n \n\n\n\n arXiv preprint arXiv:2309.01836. 2023.\n \n\n\n\n
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@article{byeon2023distributionally,\n  title={Distributionally Robust Decentralized Volt-Var Control with Network Reconfiguration},\n  author={Byeon, Geunyeong and Kim, Kibaek},\n  journal={arXiv preprint arXiv:2309.01836},\n  year={2023}\n}\n\n
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\n \n\n \n \n \n \n \n FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices using a Computing Power Aware Scheduler.\n \n \n \n\n\n \n Li, Z.; Chaturvedi, P.; He, S.; Chen, H.; Singh, G.; Kindratenko, V.; Huerta, E.; Kim, K.; and Madduri, R.\n\n\n \n\n\n\n arXiv preprint arXiv:2309.14675. 2023.\n \n\n\n\n
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@article{li2023fedcompass,\n  title={FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices using a Computing Power Aware Scheduler},\n  author={Li, Zilinghan and Chaturvedi, Pranshu and He, Shilan and Chen, Han and Singh, Gagandeep and Kindratenko, Volodymyr and Huerta, EA and Kim, Kibaek and Madduri, Ravi},\n  journal={arXiv preprint arXiv:2309.14675},\n  year={2023}\n}\n\n
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\n \n\n \n \n \n \n \n A GPU-based Distributed Algorithm for Linearized Optimal Power Flow in Distribution Systems.\n \n \n \n\n\n \n Ryu, M.; Byeon, G.; and Kim, K.\n\n\n \n\n\n\n arXiv preprint arXiv:2310.09410. 2023.\n \n\n\n\n
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@article{ryu2023gpu,\n  title={A GPU-based Distributed Algorithm for Linearized Optimal Power Flow in Distribution Systems},\n  author={Ryu, Minseok and Byeon, Geunyeong and Kim, Kibaek},\n  journal={arXiv preprint arXiv:2310.09410},\n  year={2023}\n}\n\n
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\n \n\n \n \n \n \n \n GPU-Accelerated Sequential Quadratic Programming Algorithm for Solving ACOPF.\n \n \n \n\n\n \n Li, B.; Schanen, M.; and Kim, K.\n\n\n \n\n\n\n arXiv preprint arXiv:2310.13143. 2023.\n \n\n\n\n
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@article{li2023gpu,\n  title={GPU-Accelerated Sequential Quadratic Programming Algorithm for Solving ACOPF},\n  author={Li, Bowen and Schanen, Michel and Kim, Kibaek},\n  journal={arXiv preprint arXiv:2310.13143},\n  year={2023}\n}\n\n
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\n \n\n \n \n \n \n \n On Solving Unit Commitment with Alternating Current Optimal Power Flow on GPU.\n \n \n \n\n\n \n Zhang, W.; Kim, Y.; and Kim, K.\n\n\n \n\n\n\n arXiv preprint arXiv:2310.13145. 2023.\n \n\n\n\n
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@article{zhang2023solving,\n  title={On Solving Unit Commitment with Alternating Current Optimal Power Flow on GPU},\n  author={Zhang, Weiqi and Kim, Youngdae and Kim, Kibaek},\n  journal={arXiv preprint arXiv:2310.13145},\n  year={2023}\n}
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\n  \n 2022\n \n \n (9)\n \n \n
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\n \n\n \n \n \n \n \n Scalable Branching on Dual Decomposition of Stochastic Mixed-Integer Programming Problems.\n \n \n \n\n\n \n Kim, K.; and Dandurand, B.\n\n\n \n\n\n\n Mathematical Programming Computation, 14: 1–41. 2022.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{kim2022scalable,\n  title={Scalable Branching on Dual Decomposition of Stochastic Mixed-Integer Programming Problems},\n  author={Kim, Kibaek and Dandurand, Brian},\n  journal={Mathematical Programming Computation},\n  volume={14},\n  pages={1--41},\n  year={2022}\n}\n\n
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\n \n\n \n \n \n \n \n Accelerated computation and tracking of AC optimal power flow solutions using GPUs.\n \n \n \n\n\n \n Kim, Y.; and Kim, K.\n\n\n \n\n\n\n In Workshop Proceedings of the 51st International Conference on Parallel Processing, pages 1–8, 2022. \n \n\n\n\n
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@inproceedings{kim2022accelerated,\n  title={Accelerated computation and tracking of AC optimal power flow solutions using GPUs},\n  author={Kim, Youngdae and Kim, Kibaek},\n  booktitle={Workshop Proceedings of the 51st International Conference on Parallel Processing},\n  pages={1--8},\n  year={2022}\n}\n\n
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\n \n\n \n \n \n \n \n A mixed complementarity problem approach for steady-state voltage and frequency stability analysis.\n \n \n \n\n\n \n Kim, Y.; and Kim, K.\n\n\n \n\n\n\n In 2022 IEEE Power & Energy Society General Meeting (PESGM), pages 01–05, 2022. IEEE\n \n\n\n\n
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@inproceedings{kim2022mixed,\n  title={A mixed complementarity problem approach for steady-state voltage and frequency stability analysis},\n  author={Kim, Youngdae and Kim, Kibaek},\n  booktitle={2022 IEEE Power \\& Energy Society General Meeting (PESGM)},\n  pages={01--05},\n  year={2022},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n APPFL: open-source software framework for privacy-preserving federated learning.\n \n \n \n\n\n \n Ryu, M.; Kim, Y.; Kim, K.; and Madduri, R. K\n\n\n \n\n\n\n In 2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), pages 1074–1083, 2022. IEEE\n \n\n\n\n
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@inproceedings{ryu2022appfl,\n  title={APPFL: open-source software framework for privacy-preserving federated learning},\n  author={Ryu, Minseok and Kim, Youngdae and Kim, Kibaek and Madduri, Ravi K},\n  booktitle={2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)},\n  pages={1074--1083},\n  year={2022},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Differentially private federated learning via inexact ADMM with multiple local updates.\n \n \n \n\n\n \n Ryu, M.; and Kim, K.\n\n\n \n\n\n\n arXiv preprint arXiv:2202.09409. 2022.\n \n\n\n\n
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@article{ryu2022differentially,\n  title={Differentially private federated learning via inexact ADMM with multiple local updates},\n  author={Ryu, Minseok and Kim, Kibaek},\n  journal={arXiv preprint arXiv:2202.09409},\n  year={2022}\n}\n\n
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\n \n\n \n \n \n \n \n A reinforcement learning approach to parameter selection for distributed optimal power flow.\n \n \n \n\n\n \n Zeng, S.; Kody, A.; Kim, Y.; Kim, K.; and Molzahn, D. K\n\n\n \n\n\n\n Electric Power Systems Research, 212: 108546. 2022.\n \n\n\n\n
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@article{zeng2022reinforcement,\n  title={A reinforcement learning approach to parameter selection for distributed optimal power flow},\n  author={Zeng, Sihan and Kody, Alyssa and Kim, Youngdae and Kim, Kibaek and Molzahn, Daniel K},\n  journal={Electric Power Systems Research},\n  volume={212},\n  pages={108546},\n  year={2022},\n  publisher={Elsevier}\n}\n\n
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\n \n\n \n \n \n \n \n Two-Stage Distributionally Robust Conic Linear Programming over 1-Wasserstein Balls.\n \n \n \n\n\n \n Byeon, G.; and Kim, K.\n\n\n \n\n\n\n arXiv preprint arXiv:2211.05903. 2022.\n \n\n\n\n
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@article{byeon2022two,\n  title={Two-Stage Distributionally Robust Conic Linear Programming over 1-Wasserstein Balls},\n  author={Byeon, Geunyeong and Kim, Kibaek},\n  journal={arXiv preprint arXiv:2211.05903},\n  year={2022}\n}\n\n
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\n \n\n \n \n \n \n \n On the Tightness of the Lagrangian Dual Bound for Alternating Current Optimal Power Flow.\n \n \n \n\n\n \n Zhang, W.; Kim, K.; and Zavala, V. M\n\n\n \n\n\n\n In 2022 IEEE Power & Energy Society General Meeting (PESGM), pages 1–5, 2022. IEEE\n \n\n\n\n
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@inproceedings{zhang2022tightness,\n  title={On the Tightness of the Lagrangian Dual Bound for Alternating Current Optimal Power Flow},\n  author={Zhang, Weiqi and Kim, Kibaek and Zavala, Victor M},\n  booktitle={2022 IEEE Power \\& Energy Society General Meeting (PESGM)},\n  pages={1--5},\n  year={2022},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Linear Optimal Power Flow for Three-Phase Networks with Voltage-Dependent Loads in Delta Connections.\n \n \n \n\n\n \n Byeon, G.; Ryu, M.; and Kim, K.\n\n\n \n\n\n\n arXiv preprint arXiv:2211.07942. 2022.\n \n\n\n\n
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@article{byeon2022linear,\n  title={Linear Optimal Power Flow for Three-Phase Networks with Voltage-Dependent Loads in Delta Connections},\n  author={Byeon, Geunyeong and Ryu, Minseok and Kim, Kibaek},\n  journal={arXiv preprint arXiv:2211.07942},\n  year={2022}\n}\n\n
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\n  \n 2021\n \n \n (6)\n \n \n
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\n \n\n \n \n \n \n \n A privacy-preserving distributed control of optimal power flow.\n \n \n \n\n\n \n Ryu, M.; and Kim, K.\n\n\n \n\n\n\n IEEE Transactions on Power Systems, 37(3): 2042–2051. 2021.\n \n\n\n\n
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@article{ryu2021privacy,\n  title={A privacy-preserving distributed control of optimal power flow},\n  author={Ryu, Minseok and Kim, Kibaek},\n  journal={IEEE Transactions on Power Systems},\n  volume={37},\n  number={3},\n  pages={2042--2051},\n  year={2021},\n  publisher={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n A bilevel approach for identifying the worst contingencies for nonconvex alternating current power systems.\n \n \n \n\n\n \n Dandurand, B. C; Kim, K.; and Leyffer, S.\n\n\n \n\n\n\n SIAM Journal on Optimization, 31(1): 702–726. 2021.\n \n\n\n\n
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@article{dandurand2021bilevel,\n  title={A bilevel approach for identifying the worst contingencies for nonconvex alternating current power systems},\n  author={Dandurand, Brian C and Kim, Kibaek and Leyffer, Sven},\n  journal={SIAM Journal on Optimization},\n  volume={31},\n  number={1},\n  pages={702--726},\n  year={2021},\n  publisher={Society for Industrial and Applied Mathematics}\n}\n\n
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\n \n\n \n \n \n \n \n Differentially private federated learning via inexact ADMM.\n \n \n \n\n\n \n Ryu, M.; and Kim, K.\n\n\n \n\n\n\n arXiv preprint arXiv:2106.06127. 2021.\n \n\n\n\n
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@article{ryu2021differentially,\n  title={Differentially private federated learning via inexact ADMM},\n  author={Ryu, Minseok and Kim, Kibaek},\n  journal={arXiv preprint arXiv:2106.06127},\n  year={2021}\n}\n\n
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\n \n\n \n \n \n \n \n Leveraging GPU batching for scalable nonlinear programming through massive Lagrangian decomposition.\n \n \n \n\n\n \n Kim, Y.; Pacaud, F.; Kim, K.; and Anitescu, M.\n\n\n \n\n\n\n arXiv preprint arXiv:2106.14995. 2021.\n \n\n\n\n
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@article{kim2021leveraging,\n  title={Leveraging GPU batching for scalable nonlinear programming through massive Lagrangian decomposition},\n  author={Kim, Youngdae and Pacaud, Fran{\\c{c}}ois and Kim, Kibaek and Anitescu, Mihai},\n  journal={arXiv preprint arXiv:2106.14995},\n  year={2021}\n}\n\n
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\n \n\n \n \n \n \n \n Numerical performance of different formulations for alternating current optimal power flow.\n \n \n \n\n\n \n Sadat, S. A.; and Kim, K.\n\n\n \n\n\n\n In 2021 31st Australasian Universities Power Engineering Conference (AUPEC), pages 1–6, 2021. IEEE\n \n\n\n\n
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@inproceedings{sadat2021numerical,\n  title={Numerical performance of different formulations for alternating current optimal power flow},\n  author={Sadat, Sayed Abdullah and Kim, Kibaek},\n  booktitle={2021 31st Australasian Universities Power Engineering Conference (AUPEC)},\n  pages={1--6},\n  year={2021},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n A Scalable Mixed-Integer Decomposition Method for Security-Constrained Optimal Power Flow with Complementarity Constraints.\n \n \n \n\n\n \n Kim, K.; Kim, Y.; Maldonado, D. A; Schanen, M.; Zavala, V. M; and Chiang, N.\n\n\n \n\n\n\n Technical Report Argonne National Lab.(ANL), Argonne, IL (United States), 2021.\n \n\n\n\n
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@techreport{kim2021scalable,\n  title={A Scalable Mixed-Integer Decomposition Method for Security-Constrained Optimal Power Flow with Complementarity Constraints},\n  author={Kim, Kibaek and Kim, Youngdae and Maldonado, Daniel A and Schanen, Michel and Zavala, Victor M and Chiang, Nai-Yuan},\n  year={2021},\n  institution={Argonne National Lab.(ANL), Argonne, IL (United States)}\n}\n\n
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\n  \n 2020\n \n \n (5)\n \n \n
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\n \n\n \n \n \n \n \n Data-driven two-stage conic optimization with rare high-impact zero-one uncertainties.\n \n \n \n\n\n \n Subramanyam, A.; El Tonbari, M.; and Kim, K.\n\n\n \n\n\n\n arXiv preprint arXiv:2001.04934. 2020.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{subramanyam2020data,\n  title={Data-driven two-stage conic optimization with rare high-impact zero-one uncertainties},\n  author={Subramanyam, Anirudh and El Tonbari, Mohamed and Kim, Kibaek},\n  journal={arXiv preprint arXiv:2001.04934},\n  year={2020}\n}\n\n
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\n \n\n \n \n \n \n \n Dual Decomposition of Two-Stage Distributionally Robust Mixed-Integer Programming under the Wasserstein Ambiguity Set.\n \n \n \n\n\n \n Kim, K.\n\n\n \n\n\n\n Optimization Online. 2020.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{kim2020dual,\n  title={Dual Decomposition of Two-Stage Distributionally Robust Mixed-Integer Programming under the Wasserstein Ambiguity Set},\n  author={Kim, Kibaek},\n  journal={Optimization Online},\n  year={2020}\n}\n\n
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\n \n\n \n \n \n \n \n Toward a scalable robust security-constrained optimal power flow using a proximal projection bundle method.\n \n \n \n\n\n \n Dandurand, B.; Kim, K.; and Schanen, M.\n\n\n \n\n\n\n Electric Power Systems Research, 189: 106681. 2020.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{dandurand2020toward,\n  title={Toward a scalable robust security-constrained optimal power flow using a proximal projection bundle method},\n  author={Dandurand, Brian and Kim, Kibaek and Schanen, Michel},\n  journal={Electric Power Systems Research},\n  volume={189},\n  pages={106681},\n  year={2020},\n  publisher={Elsevier}\n}\n\n
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\n \n\n \n \n \n \n \n Julia as a portable high-level language for numerical solvers of power flow equations on GPU architectures.\n \n \n \n\n\n \n Schanen, M.; Maldonado, D. A.; Pacaud, F.; Montoison, A.; Anitescu, M.; Kim, K.; Kim, Y.; Rao, V.; and Subramanyam, A.\n\n\n \n\n\n\n Les Cahiers du GERAD ISSN, 711: 2440. 2020.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{schanen2020julia,\n  title={Julia as a portable high-level language for numerical solvers of power flow equations on GPU architectures},\n  author={Schanen, Michel and Maldonado, Daniel Adrian and Pacaud, Fran{\\c{c}}ois and Montoison, Alexis and Anitescu, Mihai and Kim, Kibaek and Kim, Youngdae and Rao, Vishwas and Subramanyam, Anirudh},\n  journal={Les Cahiers du GERAD ISSN},\n  volume={711},\n  pages={2440},\n  year={2020}\n}\n\n
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\n \n\n \n \n \n \n \n Data-driven two-stage conic optimization with zero-one uncertainties.\n \n \n \n\n\n \n Subramanyam, A.; Tonbari, M. E.; and Kim, K.\n\n\n \n\n\n\n arXiv preprint arXiv:2001.04934. 2020.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{subramanyam2020data,\n  title={Data-driven two-stage conic optimization with zero-one uncertainties},\n  author={Subramanyam, Anirudh and Tonbari, Mohamed El and Kim, Kibaek},\n  journal={arXiv preprint arXiv:2001.04934},\n  year={2020}\n}\n\n
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\n  \n 2019\n \n \n (6)\n \n \n
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\n \n\n \n \n \n \n \n An Asynchronous Bundle-Trust-Region Method for Dual Decomposition of Stochastic Mixed-Integer Programming.\n \n \n \n\n\n \n Kim, K.; Petra, C. G; and Zavala, V. M\n\n\n \n\n\n\n SIAM Journal on Optimization, 29(1): 318–342. 2019.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{kim2019asynchronous,\n  title={An Asynchronous Bundle-Trust-Region Method for Dual Decomposition of Stochastic Mixed-Integer Programming},\n  author={Kim, Kibaek and Petra, Cosmin G and Zavala, Victor M},\n  journal={SIAM Journal on Optimization},\n  volume={29},\n  number={1},\n  pages={318--342},\n  year={2019},\n  publisher={Society for Industrial and Applied Mathematics}\n}\n\n
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\n \n\n \n \n \n \n \n Graph convolutional neural networks for optimal load shedding under line contingency.\n \n \n \n\n\n \n Kim, C.; Kim, K.; Balaprakash, P.; and Anitescu, M.\n\n\n \n\n\n\n In 2019 ieee power & energy society general meeting (pesgm), pages 1–5, 2019. IEEE\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{kim2019graph,\n  title={Graph convolutional neural networks for optimal load shedding under line contingency},\n  author={Kim, Cheolmin and Kim, Kibaek and Balaprakash, Prasanna and Anitescu, Mihai},\n  booktitle={2019 ieee power \\& energy society general meeting (pesgm)},\n  pages={1--5},\n  year={2019},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n A Lagrangian Dual Approach for Identifying the Worst Contingencies in Power Systems.\n \n \n \n\n\n \n Dandurand, B.; Kim, K.; and Leyffer, S.\n\n\n \n\n\n\n Optimization Online. 2019.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{dandurand2019lagrangian,\n  title={A Lagrangian Dual Approach for Identifying the Worst Contingencies in Power Systems},\n  author={Dandurand, Brian and Kim, Kibaek and Leyffer, Sven},\n  journal={Optimization Online},\n  year={2019}\n}\n\n
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\n \n\n \n \n \n \n \n ILP-Based Scheduling for Linear-Tape Model Trapped-Ion Quantum Computers.\n \n \n \n\n\n \n Wu, X.; Ding, Y.; Shi, Y.; Alexeev, Y.; Finkel, H.; Kim, K.; and Chong, F. T\n\n\n \n\n\n\n In Supercomputing, 2019. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{wu2019ilp,\n  title={ILP-Based Scheduling for Linear-Tape Model Trapped-Ion Quantum Computers},\n  author={Wu, Xin-Chuan and Ding, Yongshan and Shi, Yunong and Alexeev, Yuri and Finkel, Hal and Kim, Kibaek and Chong, Frederic T},\n  booktitle={Supercomputing},\n  year={2019}\n}\n\n
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\n \n\n \n \n \n \n \n DSP Documentation.\n \n \n \n\n\n \n Kim, K.; and Zavala, V. M\n\n\n \n\n\n\n . 2019.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{kim2019dsp,\n  title={DSP Documentation},\n  author={Kim, Kibaek and Zavala, Victor M},\n  year={2019}\n}\n\n
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\n \n\n \n \n \n \n \n A multiperiod optimization-based metric of grid resilience.\n \n \n \n\n\n \n Rao, V.; Kim, K.; Schanen, M.; Maldonado, D. A; Petra, C.; and Anitescu, M.\n\n\n \n\n\n\n In 2019 IEEE Power & Energy Society General Meeting (PESGM), pages 1–5, 2019. IEEE\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{rao2019multiperiod,\n  title={A multiperiod optimization-based metric of grid resilience},\n  author={Rao, Vishwas and Kim, Kibaek and Schanen, Michel and Maldonado, Daniel A and Petra, Cosmin and Anitescu, Mihai},\n  booktitle={2019 IEEE Power \\& Energy Society General Meeting (PESGM)},\n  pages={1--5},\n  year={2019},\n  organization={IEEE}\n}\n\n
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\n  \n 2018\n \n \n (4)\n \n \n
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\n \n\n \n \n \n \n \n Algorithmic innovations and software for the dual decomposition method applied to stochastic mixed-integer programs.\n \n \n \n\n\n \n Kim, K.; and Zavala, V. M\n\n\n \n\n\n\n Mathematical Programming Computation, 10(2): 225–266. 2018.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{kim2018algorithmic,\n  title={Algorithmic innovations and software for the dual decomposition method applied to stochastic mixed-integer programs},\n  author={Kim, Kibaek and Zavala, Victor M},\n  journal={Mathematical Programming Computation},\n  volume={10},\n  number={2},\n  pages={225--266},\n  year={2018},\n  publisher={Springer Berlin Heidelberg}\n}\n\n
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\n \n\n \n \n \n \n \n Temporal Decomposition for Improved Unit Commitment in Power System Production Cost Modeling.\n \n \n \n\n\n \n Kim, K.; Botterud, A.; and Qiu, F.\n\n\n \n\n\n\n IEEE Transactions on Power Systems, 33(5): 5276–5287. 2018.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{kim2018temporal,\n  title={Temporal Decomposition for Improved Unit Commitment in Power System Production Cost Modeling},\n  author={Kim, Kibaek and Botterud, Audun and Qiu, Feng},\n  journal={IEEE Transactions on Power Systems},\n  volume={33},\n  number={5},\n  pages={5276--5287},\n  year={2018},\n  publisher={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Scalable Decomposition Methods for Preventive Security-Constrained Optimal Power Flow.\n \n \n \n\n\n \n Dandurand, B.; and Kim, K.\n\n\n \n\n\n\n In 2018 Power Systems Computation Conference (PSCC), 2018. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{dandurand2018scalable,\n  title={Scalable Decomposition Methods for Preventive Security-Constrained Optimal Power Flow},\n  author={Dandurand, Brian and Kim, Kibaek},\n  booktitle={2018 Power Systems Computation Conference (PSCC)},\n  year={2018}\n}\n\n
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\n \n\n \n \n \n \n \n An Asynchronous Decomposition Algorithm for Security Constrained Unit Commitment under Contingency Events.\n \n \n \n\n\n \n Kim, K.; Anitescu, M.; and Zavala, V. M.\n\n\n \n\n\n\n In 2018 Power Systems Computation Conference (PSCC), 2018. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{kim2018asynchronous,\n  title={An Asynchronous Decomposition Algorithm for Security Constrained Unit Commitment under Contingency Events},\n  author={Kim, Kibaek and Anitescu, Mihai and Zavala, Victor M.},\n  booktitle={2018 Power Systems Computation Conference (PSCC)},\n  year={2018}\n}\n\n
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\n  \n 2017\n \n \n (6)\n \n \n
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\n \n\n \n \n \n \n \n A Stochastic Electricity Market Clearing Formulation with Consistent Pricing Properties.\n \n \n \n\n\n \n Zavala, V. M; Kim, K.; Anitescu, M.; and Birge, J.\n\n\n \n\n\n\n Operations Research, 65(3): 557–576. 2017.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{zavala2017stochastic,\n  title={A Stochastic Electricity Market Clearing Formulation with Consistent Pricing Properties},\n  author={Zavala, Victor M and Kim, Kibaek and Anitescu, Mihai and Birge, John},\n  journal={Operations Research},\n  volume={65},\n  number={3},\n  pages={557--576},\n  year={2017}\n}\n\n
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\n \n\n \n \n \n \n \n Data Centers as Dispatchable Loads to Harness Stranded Power.\n \n \n \n\n\n \n Kim, K.; Yang, F.; Zavala, V. M.; and Chien, A. A.\n\n\n \n\n\n\n IEEE Transactions on Sustainable Energy, 8(1): 208–218. 2017.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{kim2017data,\n  title={Data Centers as Dispatchable Loads to Harness Stranded Power},\n  author={Kim, Kibaek and Yang, Fan and Zavala, Victor M. and Chien, Andrew A.},\n  journal={IEEE Transactions on Sustainable Energy},\n  volume={8},\n  number={1},\n  pages={208--218},\n  year={2017}\n}\n\n
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\n \n\n \n \n \n \n \n A Graph-Based Computational Framework for Simulation and Optimization of Coupled Infrastructure Networks.\n \n \n \n\n\n \n Jalving, J.; Abhyankar, S.; Kim, K.; Hereld, M.; and Zavala, V. M.\n\n\n \n\n\n\n IET Generation, Transmission & Distribution, 11(12): 3163–3176. 2017.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{jalving2017graph,\n  title={A Graph-Based Computational Framework for Simulation and Optimization of Coupled Infrastructure Networks},\n  author={Jalving, Jordan and Abhyankar, Shrirang and Kim, Kibaek and Hereld, Mark and Zavala, Victor M.},\n  journal={IET Generation, Transmission \\& Distribution},\n  volume={11},\n  number={12},\n  pages={3163--3176},\n  year={2017},\n  publisher={IET}\n}\n\n
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\n \n\n \n \n \n \n \n Disaster = Infrastructure + Hazard.\n \n \n \n\n\n \n Hereld, M.; and Kim, K.\n\n\n \n\n\n\n In 2017 Resilience Week (RWS), 2017. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{hereld2017disaster,\n  title={Disaster = Infrastructure + Hazard},\n  author={Hereld, Mark and Kim, Kibaek},\n  booktitle={2017 Resilience Week (RWS)},\n  year={2017}\n}\n\n
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\n \n\n \n \n \n \n \n Incorporating Prioritization In Critical Infrastructure Security and Resilience Programs.\n \n \n \n\n\n \n Verner, D.; Kim, K.; and Petit, F.\n\n\n \n\n\n\n 2017.\n \n\n\n\n
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@misc{verner2017incorporating,\n  title={Incorporating Prioritization In Critical Infrastructure Security and Resilience Programs},\n  author={Verner, Duane and Kim, Kibaek and Petit, Fred},\n  journal={Argonne National Laboratory},\n  number={ANL/MCS-P7050-0517},\n  year={2017}\n}\n\n
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\n \n\n \n \n \n \n \n An Optimization Approach for Identifying and Prioritizing Critical Components in a Power System.\n \n \n \n\n\n \n Kim, K.\n\n\n \n\n\n\n 2017.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@misc{kim2017optimization,\n  title={An Optimization Approach for Identifying and Prioritizing Critical Components in a Power System},\n  author={Kim, Kibaek},\n  journal={http://www.mcs.anl.gov/papers/P7076-0717.pdf},\n  number={ANL/MCS-P7076-0717},\n  year={2017}\n}\n\n
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\n  \n 2016\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n Large-Scale Stochastic Mixed-Integer Programming Algorithms for Power Generation Scheduling.\n \n \n \n\n\n \n Kim, K.; and Zavala, V. M\n\n\n \n\n\n\n In Alternative Energy Sources and Technologies, pages 493–512. Springer International Publishing, 2016.\n \n\n\n\n
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@incollection{kim2016large,\n  title={Large-Scale Stochastic Mixed-Integer Programming Algorithms for Power Generation Scheduling},\n  author={Kim, Kibaek and Zavala, Victor M},\n  booktitle={Alternative Energy Sources and Technologies},\n  pages={493--512},\n  year={2016},\n  publisher={Springer International Publishing}\n}\n\n
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\n  \n 2015\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n A Two-Stage Stochastic Integer Programming Approach to Integrated Staffing and Scheduling with Application to Nurse Management.\n \n \n \n\n\n \n Kim, K.; and Mehrotra, S.\n\n\n \n\n\n\n Operations Research, 63(6): 1431–1451. 2015.\n \n\n\n\n
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@article{kim2015two,\n  title={A Two-Stage Stochastic Integer Programming Approach to Integrated Staffing and Scheduling with Application to Nurse Management},\n  author={Kim, Kibaek and Mehrotra, Sanjay},\n  journal={Operations Research},\n  volume={63},\n  number={6},\n  pages={1431--1451},\n  year={2015}\n}\n\n
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\n  \n 2014\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n Predictive Modeling and Stochastic Optimization in Healthcare.\n \n \n \n\n\n \n Kim, K.\n\n\n \n\n\n\n Ph.D. Thesis, Northwestern University, 2014.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@phdthesis{kim2014predictive,\n  title={Predictive Modeling and Stochastic Optimization in Healthcare},\n  author={Kim, Kibaek},\n  year={2014},\n  school={Northwestern University}\n}\n\n
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\n \n\n \n \n \n \n \n Predicting patient volumes in hospital medicine: A comparative study of different time series forecasting methods.\n \n \n \n\n\n \n Kim, K.; Lee, C.; O’Leary, K.; Rosenauer, S.; and Mehrotra, S.\n\n\n \n\n\n\n Northwestern University, Illinois, USA, Scientific Report. 2014.\n \n\n\n\n
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@article{kim2014predicting,\n  title={Predicting patient volumes in hospital medicine: A comparative study of different time series forecasting methods},\n  author={Kim, Kibaek and Lee, Changhyeok and O’Leary, Kevin and Rosenauer, Shannon and Mehrotra, Sanjay},\n  journal={Northwestern University, Illinois, USA, Scientific Report},\n  year={2014}\n}\n\n
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\n \n\n \n \n \n \n \n Using optimization models to demonstrate the need for structural changes in training programs for surgical medical residents.\n \n \n \n\n\n \n Turner, J.; Kim, K.; Mehrotra, S.; DaRosa, D. A; Daskin, M. S; and Rodriguez, H. E\n\n\n \n\n\n\n Health care management science, 16: 217–227. 2013.\n \n\n\n\n
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@article{turner2013using,\n  title={Using optimization models to demonstrate the need for structural changes in training programs for surgical medical residents},\n  author={Turner, Jonathan and Kim, Kibaek and Mehrotra, Sanjay and DaRosa, Debra A and Daskin, Mark S and Rodriguez, Heron E},\n  journal={Health care management science},\n  volume={16},\n  pages={217--227},\n  year={2013},\n  publisher={Springer US}\n}\n\n
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\n \n\n \n \n \n \n \n Muscle and Tendon related Adverse Event Prevalence and Incidence Rates with Statin Use.\n \n \n \n\n\n \n Mehrotra, S.; Kim, K.; and Liebovitz, D. M\n\n\n \n\n\n\n . 2013.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{mehrotra2013muscle,\n  title={Muscle and Tendon related Adverse Event Prevalence and Incidence Rates with Statin Use},\n  author={Mehrotra, Sanjay and Kim, Kibaek and Liebovitz, David M},\n  year={2013},\n  publisher={Northwestern University}\n}\n\n
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\n  \n 2012\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n Sudden cardiac arrest risk assessment using a multivariate model.\n \n \n \n\n\n \n Mehrotra, S.; Kim, K.; Liebovitz, D.; and Goldberger, J.\n\n\n \n\n\n\n Journal of the American College of Cardiology, 59(13S): E564–E564. 2012.\n \n\n\n\n
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@article{mehrotra2012sudden,\n  title={Sudden cardiac arrest risk assessment using a multivariate model},\n  author={Mehrotra, Sanjay and Kim, Kibaek and Liebovitz, David and Goldberger, Jeffrey},\n  journal={Journal of the American College of Cardiology},\n  volume={59},\n  number={13S},\n  pages={E564--E564},\n  year={2012},\n  publisher={American College of Cardiology Foundation Washington, DC}\n}\n\n
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\n \n\n \n \n \n \n \n Myopathy prevalence in statin treated patients with comorbidities and combination therapies.\n \n \n \n\n\n \n Mehrotra, S.; Kim, K.; and Liebovitz, D.\n\n\n \n\n\n\n Journal of the American College of Cardiology, 59(13S): E274–E274. 2012.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{mehrotra2012myopathy,\n  title={Myopathy prevalence in statin treated patients with comorbidities and combination therapies},\n  author={Mehrotra, Sanjay and Kim, Kibaek and Liebovitz, David},\n  journal={Journal of the American College of Cardiology},\n  volume={59},\n  number={13S},\n  pages={E274--E274},\n  year={2012},\n  publisher={American College of Cardiology Foundation Washington, DC}\n}\n\n
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\n \n\n \n \n \n \n \n Risk Assessment of Sudden Cardiac Arrest using Routinely Available Clinical Variables in a Multivariate Model.\n \n \n \n\n\n \n Mehrotra, S.; Kim, K.; Liebovitz, D.; and Goldberger, J. J\n\n\n \n\n\n\n 2012.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@misc{mehrotra2012risk,\n  title={Risk Assessment of Sudden Cardiac Arrest using Routinely Available Clinical Variables in a Multivariate Model},\n  author={Mehrotra, Sanjay and Kim, Kibaek and Liebovitz, David and Goldberger, Jeffrey J},\n  year={2012}\n}\n\n
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\n  \n 2011\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n Outcome based state budget allocation for diabetes prevention programs using multi-criteria optimization with robust weights.\n \n \n \n\n\n \n Mehrotra, S.; and Kim, K.\n\n\n \n\n\n\n Health care management science, 14: 324–337. 2011.\n \n\n\n\n
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@article{mehrotra2011outcome,\n  title={Outcome based state budget allocation for diabetes prevention programs using multi-criteria optimization with robust weights},\n  author={Mehrotra, Sanjay and Kim, Kibaek},\n  journal={Health care management science},\n  volume={14},\n  pages={324--337},\n  year={2011},\n  publisher={Springer US}\n}\n\n
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\n  \n undefined\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n The Journal of the NPS Center for Homeland Defense and Security.\n \n \n \n\n\n \n Verner, D.; Petit, F.; and Kim, K.\n\n\n \n\n\n\n . .\n \n\n\n\n
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@article{vernerjournal,\n  title={The Journal of the NPS Center for Homeland Defense and Security},\n  author={Verner, Duane and Petit, Frederic and Kim, Kibaek}\n}\n\n
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