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ORCIDNikolaos V. Sahinidis
Nick Sahinidis – Nicolas V. Sahinidis
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- affiliation: Carnegie Mellon University, Pittsburgh, USA
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2020 – today
- 2025
[j94]Yijiang Li, Santanu S. Dey, Nikolaos V. Sahinidis
, Naresh Susarla, Miguel A. Zamarripa, Markus Drouven:
Optimizing the design and operation of water networks: Two decomposition approaches. Comput. Chem. Eng. 192: 108897 (2025)- [j93]Dimitrios M. Fardis, Donghyun Oh, Nikolaos V. Sahinidis, Alejandro Garciadiego, Andrew Lee:
Surrogate modeling and optimization of the leaching process in a rare earth elements recovery plant. Comput. Chem. Eng. 197: 109061 (2025) - 2024
- [j92]Yijiang Li, Santanu S. Dey, Nikolaos V. Sahinidis:
A reformulation-enumeration MINLP algorithm for gas network design. J. Glob. Optim. 90(4): 931-963 (2024) - 2023
- [j91]Benjamin Sauk, Nikolaos V. Sahinidis:
Hyperparameter autotuning of programs with HybridTuner. Ann. Math. Artif. Intell. 91(2-3): 133-151 (2023) - [j90]Kaiwen Ma, Luis Miguel Rios, Atharv Bhosekar, Nikolaos V. Sahinidis, Sreekanth Rajagopalan:
Branch-and-Model: a derivative-free global optimization algorithm. Comput. Optim. Appl. 85(2): 337-367 (2023) - 2022
- [j89]Chenglin Zheng, Xi Chen, Tong Zhang, Nikolaos V. Sahinidis, Jeffrey J. Siirola:
Learning process patterns via multiple sequence alignment. Comput. Chem. Eng. 159: 107676 (2022) - [j88]Kaiwen Ma, Nikolaos V. Sahinidis, Satyajith Amaran, Rahul Bindlish, Scott J. Bury, Devin Griffith, Sreekanth Rajagopalan:
Data-driven strategies for optimization of integrated chemical plants. Comput. Chem. Eng. 166: 107961 (2022) - [j87]Kaiwen Ma, Nikolaos V. Sahinidis, Rahul Bindlish, Scott J. Bury, Reza Haghpanah, Sreekanth Rajagopalan:
Data-driven strategies for extractive distillation unit optimization. Comput. Chem. Eng. 167: 107970 (2022) - [j86]Nikolaos Ploskas, Nikolaos V. Sahinidis:
Review and comparison of algorithms and software for mixed-integer derivative-free optimization. J. Glob. Optim. 82(3): 433-462 (2022) - [j85]Shaohan Chen, Nikolaos V. Sahinidis, Chuanhou Gao:
Transfer Learning in Information Criteria-based Feature Selection. J. Mach. Learn. Res. 23: 134:1-134:105 (2022) - [j84]Santanu S. Dey, James R. Luedtke, Nikolaos V. Sahinidis:
Special Issue: Global Solution of Integer, Stochastic and Nonconvex Optimization Problems. Math. Program. 196(1): 1-8 (2022) - [j83]Carlos J. Nohra, Arvind U. Raghunathan, Nikolaos V. Sahinidis:
SDP-quality bounds via convex quadratic relaxations for global optimization of mixed-integer quadratic programs. Math. Program. 196(1): 203-233 (2022) - 2021
- [j82]Krishnan Kumaran, Dimitri J. Papageorgiou, Martin Takác, Laurens Lueg, Nicolas V. Sahinidis:
Active metric learning for supervised classification. Comput. Chem. Eng. 144: 107132 (2021) - [j81]Jonggeol Na, Ji Hyun Bak, Nikolaos V. Sahinidis:
Efficient Bayesian inference using adversarial machine learning and low-complexity surrogate models. Comput. Chem. Eng. 151: 107322 (2021) - [j80]Anatoliy Kuznetsov, Nikolaos V. Sahinidis:
ExtractionScore: A Quantitative Framework for Evaluating Synthetic Routes on Predicted Liquid-Liquid Extraction Performance. J. Chem. Inf. Model. 61(5): 2274-2282 (2021) - [j79]Kaiwen Ma, Nikolaos V. Sahinidis, Sreekanth Rajagopalan, Satyajith Amaran, Scott J. Bury:
Decomposition in derivative-free optimization. J. Glob. Optim. 81(2): 269-292 (2021) - [j78]Nikolaos Ploskas, Nikolaos V. Sahinidis, Nikolaos Samaras:
A triangulation and fill-reducing initialization procedure for the simplex algorithm. Math. Program. Comput. 13(3): 491-508 (2021) - [j77]Carlos J. Nohra, Arvind U. Raghunathan, Nikolaos V. Sahinidis:
Spectral Relaxations and Branching Strategies for Global Optimization of Mixed-Integer Quadratic Programs. SIAM J. Optim. 31(1): 142-171 (2021) - [j76]Benjamin Sauk, Nikolaos V. Sahinidis:
Backward Stepwise Elimination: Approximation Guarantee, a Batched GPU Algorithm, and Empirical Investigation. SN Comput. Sci. 2(5): 396 (2021) - [c4]Benjamin Sauk, Nikolaos V. Sahinidis:
HybridTuner: Tuning with Hybrid Derivative-Free Optimization Initialization Strategies. LION 2021: 379-393 - [i8]Shaohan Chen, Nikolaos V. Sahinidis, Chuanhou Gao:
Transfer Learning in Information Criteria-based Feature Selection. CoRR abs/2107.02847 (2021) - 2020
- [j75]Tong Zhang, Aakash Bhatia, Darshan Pandya, Nikolaos V. Sahinidis, Yanan Cao, Jesus Flores-Cerrillo:
Industrial text analytics for reliability with derivative-free optimization. Comput. Chem. Eng. 135: 106763 (2020) - [j74]Christian D. Hubbs, Can Li, Nikolaos V. Sahinidis, Ignacio E. Grossmann, John M. Wassick:
A deep reinforcement learning approach for chemical production scheduling. Comput. Chem. Eng. 141: 106982 (2020) - [j73]Yi Zhang, Nikolaos V. Sahinidis, Carlos J. Nohra, Gang Rong:
Optimality-based domain reduction for inequality-constrained NLP and MINLP problems. J. Glob. Optim. 77(3): 425-454 (2020) - [j72]Alberto Del Pia, Aida Khajavirad, Nikolaos V. Sahinidis:
On the impact of running intersection inequalities for globally solving polynomial optimization problems. Math. Program. Comput. 12(2): 165-191 (2020) - [j71]Benjamin Sauk, Nikolaos Ploskas, Nikolaos V. Sahinidis:
GPU parameter tuning for tall and skinny dense linear least squares problems. Optim. Methods Softw. 35(3): 638-660 (2020) - [i7]Christian D. Hubbs, Hector D. Perez, Owais Sarwar, Nikolaos V. Sahinidis, Ignacio E. Grossmann, John M. Wassick:
OR-Gym: A Reinforcement Learning Library for Operations Research Problem. CoRR abs/2008.06319 (2020) - [i6]Owais Sarwar, Benjamin Sauk, Nikolaos V. Sahinidis:
A Discussion on Practical Considerations with Sparse Regression Methodologies. CoRR abs/2011.09362 (2020)
2010 – 2019
- 2019
- [j70]Nikolaos Ploskas, Tong Zhang, Nikolaos V. Sahinidis, Flor A. Castillo, Krishnan Sankaranarayanan:
Evaluating and ranking patents with multiple criteria: How many criteria are required to find the most promising patents? Comput. Chem. Eng. 123: 317-330 (2019) - [j69]Zachary T. Wilson, Nikolaos V. Sahinidis:
Automated learning of chemical reaction networks. Comput. Chem. Eng. 127: 88-98 (2019) - [j68]Tong Zhang, Nikolaos V. Sahinidis, Carolyn Penstein Rosé, Satyajith Amaran, Bo Shuang:
Forty years of Computers and Chemical Engineering: Analysis of the field via text mining techniques. Comput. Chem. Eng. 129 (2019) - [j67]Jianfeng Liu, Nikolaos Ploskas, Nikolaos V. Sahinidis:
Tuning BARON using derivative-free optimization algorithms. J. Glob. Optim. 74(4): 611-637 (2019) - [j66]Fabio Furini, Emiliano Traversi, Pietro Belotti, Antonio Frangioni, Ambros M. Gleixner, Nick Gould, Leo Liberti, Andrea Lodi, Ruth Misener, Hans D. Mittelmann, Nikolaos V. Sahinidis, Stefan Vigerske, Angelika Wiegele:
QPLIB: a library of quadratic programming instances. Math. Program. Comput. 11(2): 237-265 (2019) - [c3]Nikolaos Ploskas, Christopher R. Laughman, Arvind U. Raghunathan, Nikolaos V. Sahinidis:
Heat Exchanger Circuitry Design by Decision Diagrams. CPAIOR 2019: 461-471 - 2018
- [j65]Yash Puranik, Apurva Samudra, Nikolaos V. Sahinidis, Alexander B. Smith, Bijan Sayyar-Rodsari:
Infeasibility resolution for multi-purpose batch process scheduling. Comput. Chem. Eng. 116: 69-79 (2018) - [j64]Kai Zhou, Mustafa R. Kilinç, Xi Chen, Nikolaos V. Sahinidis:
An efficient strategy for the activation of MIP relaxations in a multicore global MINLP solver. J. Glob. Optim. 70(3): 497-516 (2018) - [j63]Carlos J. Nohra, Nikolaos V. Sahinidis:
Global optimization of nonconvex problems with convex-transformable intermediates. J. Glob. Optim. 72(2): 255-276 (2018) - [j62]Alison Cozad, Nikolaos V. Sahinidis:
A global MINLP approach to symbolic regression. Math. Program. 170(1): 97-119 (2018) - [j61]Aida Khajavirad, Nikolaos V. Sahinidis:
A hybrid LP/NLP paradigm for global optimization relaxations. Math. Program. Comput. 10(3): 383-421 (2018) - [j60]Mustafa R. Kilinç, Nikolaos V. Sahinidis:
Exploiting integrality in the global optimization of mixed-integer nonlinear programming problems with BARON. Optim. Methods Softw. 33(3): 540-562 (2018) - 2017
- [j59]Zachary T. Wilson, Nikolaos V. Sahinidis:
The ALAMO approach to machine learning. Comput. Chem. Eng. 106: 785-795 (2017) - [j58]Sreekanth Rajagopalan, Nikolaos V. Sahinidis, Satyajith Amaran, Anshul Agarwal, Scott J. Bury, Bikram Sharda, John M. Wassick:
Risk analysis of turnaround reschedule planning in integrated chemical sites. Comput. Chem. Eng. 107: 381-394 (2017) - [j57]Yash Puranik, Nikolaos V. Sahinidis:
Domain reduction techniques for global NLP and MINLP optimization. Constraints An Int. J. 22(3): 338-376 (2017) - [j56]Yash Puranik, Nikolaos V. Sahinidis:
Deletion Presolve for Accelerating Infeasibility Diagnosis in Optimization Models. INFORMS J. Comput. 29(4): 754-766 (2017) - [j55]Yash Puranik, Nikolaos V. Sahinidis:
Bounds tightening based on optimality conditions for nonconvex box-constrained optimization. J. Glob. Optim. 67(1-2): 59-77 (2017) - [i5]Nick D. Austin, Nikolaos V. Sahinidis, Daniel W. Trahan:
Computer-aided molecular design: An introduction and review of tools, applications, and solution techniques. CoRR abs/1701.03978 (2017) - [i4]Nikolaos Ploskas, Christopher R. Laughman, Arvind U. Raghunathan, Nikolaos V. Sahinidis:
Optimization of circuitry arrangements for heat exchangers using derivative-free optimization. CoRR abs/1705.10437 (2017) - [i3]Zachary T. Wilson, Nikolaos V. Sahinidis:
The ALAMO approach to machine learning. CoRR abs/1705.10918 (2017) - [i2]Satyajith Amaran, Nikolaos V. Sahinidis, Bikram Sharda, Scott J. Bury:
Simulation optimization: A review of algorithms and applications. CoRR abs/1706.08591 (2017) - [i1]Yash Puranik, Nikolaos V. Sahinidis:
Domain reduction techniques for global NLP and MINLP optimization. CoRR abs/1706.08601 (2017) - 2016
- [j54]Satyajith Amaran, Nikolaos V. Sahinidis, Bikram Sharda, Scott J. Bury:
Simulation optimization: a review of algorithms and applications. Ann. Oper. Res. 240(1): 351-380 (2016) - [j53]Satyajith Amaran, Tong Zhang, Nikolaos V. Sahinidis, Bikram Sharda, Scott J. Bury:
Medium-term maintenance turnaround planning under uncertainty for integrated chemical sites. Comput. Chem. Eng. 84: 422-433 (2016) - [j52]Yan Zhang, Nikolaos V. Sahinidis:
Global optimization of mathematical programs with complementarity constraints and application to clean energy deployment. Optim. Lett. 10(2): 325-340 (2016) - 2015
- [j51]Satyajith Amaran, Nikolaos V. Sahinidis, Bikram Sharda, Matt Morrison, Scott J. Bury, Scott Miller, John M. Wassick:
Long-term turnaround planning for integrated chemical sites. Comput. Chem. Eng. 72: 145-158 (2015) - [j50]Alison Cozad, Nikolaos V. Sahinidis, David C. Miller:
A combined first-principles and data-driven approach to model building. Comput. Chem. Eng. 73: 116-127 (2015) - [j49]Xiaowei Bao, Aida Khajavirad, Nikolaos V. Sahinidis, Mohit Tawarmalani:
Global optimization of nonconvex problems with multilinear intermediates. Math. Program. Comput. 7(1): 1-37 (2015) - 2014
- [j48]Satyajith Amaran, Nikolaos V. Sahinidis, Bikram Sharda, Scott J. Bury:
Simulation optimization: a review of algorithms and applications. 4OR 12(4): 301-333 (2014) - [j47]Oleg A. Prokopyev, Nikolaos V. Sahinidis:
Preface: Honoring the 60th birthday of Panos M. Pardalos. J. Glob. Optim. 59(2-3): 207 (2014) - [j46]Keith Zorn, Nikolaos V. Sahinidis:
Global optimization of general nonconvex problems with intermediate polynomial substructures. J. Glob. Optim. 59(2-3): 673-693 (2014) - [j45]Aida Khajavirad, Jeremy J. Michalek, Nikolaos V. Sahinidis:
Relaxations of factorable functions with convex-transformable intermediates. Math. Program. 144(1-2): 107-140 (2014) - [j44]Keith Zorn, Nikolaos V. Sahinidis:
Global optimization of general non-convex problems with intermediate bilinear substructures. Optim. Methods Softw. 29(3): 442-462 (2014) - 2013
- [j43]Luis Miguel Rios, Nikolaos V. Sahinidis:
Derivative-free optimization: a review of algorithms and comparison of software implementations. J. Glob. Optim. 56(3): 1247-1293 (2013) - [j42]Aida Khajavirad, Nikolaos V. Sahinidis:
Convex envelopes generated from finitely many compact convex sets. Math. Program. 137(1-2): 371-408 (2013) - 2012
- [j41]José Mauricio Pinto, Nikolaos V. Sahinidis:
Foreword. Comput. Chem. Eng. 47: 1 (2012) - [j40]Joseph M. Elble, Nikolaos V. Sahinidis:
Scaling linear optimization problems prior to application of the simplex method. Comput. Optim. Appl. 52(2): 345-371 (2012) - [j39]Joseph M. Elble, Nikolaos V. Sahinidis:
A review of LU factorisation in the simplex algorithm. Int. J. Math. Oper. Res. 4(4): 319-365 (2012) - [j38]Joseph M. Elble, Nikolaos V. Sahinidis:
A review of the LU update in the simplex algorithm. Int. J. Math. Oper. Res. 4(4): 366-399 (2012) - [j37]Aida Khajavirad, Nikolaos V. Sahinidis:
Convex envelopes of products of convex and component-wise concave functions. J. Glob. Optim. 52(3): 391-409 (2012) - 2011
- [j36]Panagiotis D. Vouzis, Nikolaos V. Sahinidis:
GPU-BLAST: using graphics processors to accelerate protein sequence alignment. Bioinform. 27(2): 182-188 (2011) - [j35]YoungJung Chang, Nikolaos V. Sahinidis:
An integer programming approach to DNA sequence assembly. Comput. Biol. Chem. 35(4): 251-258 (2011) - [j34]Yan Zhang, Panagiotis D. Vouzis, Nikolaos V. Sahinidis:
GPU simulations for risk assessment in CO2 geologic sequestration. Comput. Chem. Eng. 35(8): 1631-1644 (2011) - [j33]Xiaowei Bao, Nikolaos V. Sahinidis, Mohit Tawarmalani:
Semidefinite relaxations for quadratically constrained quadratic programming: A review and comparisons. Math. Program. 129(1): 129-157 (2011) - 2010
- [j32]Luis Miguel Rios, Nikolaos V. Sahinidis:
Portfolio optimization for wealth-dependent risk preferences. Ann. Oper. Res. 177(1): 63-90 (2010) - [j31]Shweta Shah, Nick Sahinidis:
Exploiting physical properties in protein structure alignment. BMC Bioinform. 11(S-10): O3 (2010) - [j30]Joseph M. Elble, Nikolaos V. Sahinidis, Panagiotis D. Vouzis:
GPU computing with Kaczmarz's and other iterative algorithms for linear systems. Parallel Comput. 36(5-6): 215-231 (2010)
2000 – 2009
- 2009
- [j29]Nikolaos V. Sahinidis:
Optimization techniques in molecular structure and function elucidation. Comput. Chem. Eng. 33(12): 2055-2062 (2009) - [j28]Nikolaos V. Sahinidis:
Global optimization. Optim. Methods Softw. 24(4-5): 479-482 (2009) - [j27]Xiaowei Bao, Nikolaos V. Sahinidis, Mohit Tawarmalani:
Multiterm polyhedral relaxations for nonconvex, quadratically constrained quadratic programs. Optim. Methods Softw. 24(4-5): 485-504 (2009) - [r4]Shabbir Ahmed, Nikolaos V. Sahinidis:
Chemical Process Planning. Encyclopedia of Optimization 2009: 369-374 - [r3]Wei Xie, Nikolaos V. Sahinidis:
Contact Map Overlap Maximization Problem, CMO. Encyclopedia of Optimization 2009: 470-475 - [r2]Alexander Barton Smith, Nikolaos V. Sahinidis:
Optimization Techniques for Phase Retrieval Based on Single-Crystal X-Ray Diffraction Data. Encyclopedia of Optimization 2009: 2858-2863 - [r1]Mohit Tawarmalani, Nikolaos V. Sahinidis:
Time-Dependent Traveling Salesman Problem. Encyclopedia of Optimization 2009: 3902-3908 - 2008
- [j26]Wei Xie, Nikolaos V. Sahinidis:
A branch-and-bound algorithm for the continuous facility layout problem. Comput. Chem. Eng. 32(4-5): 1016-1028 (2008) - [j25]Shabbir Ahmed, Nikolaos V. Sahinidis:
Selection, acquisition, and allocation of manufacturing technology in a multi-period environment. Eur. J. Oper. Res. 189(3): 807-821 (2008) - 2007
- [j24]Wei Xie, Nikolaos V. Sahinidis:
A Reduction-Based Exact Algorithm for the Contact Map Overlap Problem. J. Comput. Biol. 14(5): 637-654 (2007) - [j23]YoungJung Chang, Nikolaos V. Sahinidis:
Global optimization in stabilizing controller design. J. Glob. Optim. 38(4): 509-526 (2007) - 2006
- [j22]Wei Xie, Nikolaos V. Sahinidis:
Residue-rotamer-reduction algorithm for the protein side-chain conformation problem. Bioinform. 22(2): 188-194 (2006) - [c2]Wei Xie, Nikolaos V. Sahinidis:
A Branch-and-Reduce Algorithm for the Contact Map Overlap Problem. RECOMB 2006: 516-529 - 2005
- [j21]YoungJung Chang, Nikolaos V. Sahinidis:
Optimization of metabolic pathways under stability considerations. Comput. Chem. Eng. 29(3): 467-479 (2005) - [j20]Nikolaos V. Sahinidis, Mohit Tawarmalani:
Accelerating Branch-and-Bound through a Modeling Language Construct for Relaxation-Specific Constraints. J. Glob. Optim. 32(2): 259-280 (2005) - [j19]Mohit Tawarmalani, Nikolaos V. Sahinidis:
A polyhedral branch-and-cut approach to global optimization. Math. Program. 103(2): 225-249 (2005) - 2004
- [j18]Nikolaos V. Sahinidis:
Optimization under uncertainty: state-of-the-art and opportunities. Comput. Chem. Eng. 28(6-7): 971-983 (2004) - [j17]Mohit Tawarmalani, Nikolaos V. Sahinidis:
Global optimization of mixed-integer nonlinear programs: A theoretical and computational study. Math. Program. 99(3): 563-591 (2004) - [j16]Shabbir Ahmed, Mohit Tawarmalani, Nikolaos V. Sahinidis:
A finite branch-and-bound algorithm for two-stage stochastic integer programs. Math. Program. 100(2): 355-377 (2004) - 2003
- [j15]Anastasia Vaia, Nikolaos V. Sahinidis:
Simultaneous parameter estimation and model structure determination in FTIR spectroscopy by global MINLP optimization. Comput. Chem. Eng. 27(6): 763-779 (2003) - [j14]Shabbir Ahmed, Nikolaos V. Sahinidis:
An Approximation Scheme for Stochastic Integer Programs Arising in Capacity Expansion. Oper. Res. 51(3): 461-471 (2003) - [j13]Hong-Seo Ryoo, Nikolaos V. Sahinidis:
Global Optimization of Multiplicative Programs. J. Glob. Optim. 26(4): 387-418 (2003) - 2002
- [j12]Mohit Tawarmalani, Shabbir Ahmed, Nikolaos V. Sahinidis:
Global Optimization of 0-1 Hyperbolic Programs. J. Glob. Optim. 24(4): 385-416 (2002) - [j11]Mohit Tawarmalani, Nikolaos V. Sahinidis:
Convex extensions and envelopes of lower semi-continuous functions. Math. Program. 93(2): 247-263 (2002) - [c1]Nikolaos V. Sahinidis:
Global Optimization and Constraint Satisfaction: The Branch-and-Reduce Approach. COCOS 2002: 1-16 - 2001
- [j10]Hong-Seo Ryoo, Nikolaos V. Sahinidis:
Analysis of Bounds for Multilinear Functions. J. Glob. Optim. 19(4): 403-424 (2001) - [j9]Mohit Tawarmalani, Nikolaos V. Sahinidis:
Semidefinite Relaxations of Fractional Programs via Novel Convexification Techniques. J. Glob. Optim. 20(2): 133-154 (2001)
1990 – 1999
- 1998
- [j8]J. Parker Shectman, Nikolaos V. Sahinidis:
A Finite Algorithm for Global Minimization of Separable Concave Programs. J. Glob. Optim. 12(1): 1-36 (1998) - 1997
- [j7]Ming-Long Liu, Nikolaos V. Sahinidis:
Process planning in a fuzzy environment. Eur. J. Oper. Res. 100(1): 142-169 (1997) - [j6]Russ J. Vander Wiel, Nikolaos V. Sahinidis:
The assignment problem with external interactions. Networks 30(3): 171-185 (1997) - 1996
- [j5]Ming-Long Liu, Nikolaos V. Sahinidis:
Long range planning in the process industries: A projection approach. Comput. Oper. Res. 23(3): 237-253 (1996) - [j4]Hong-Seo Ryoo, Nikolaos V. Sahinidis:
A branch-and-reduce approach to global optimization. J. Glob. Optim. 8(2): 107-138 (1996) - [j3]Nikolaos V. Sahinidis:
BARON: A general purpose global optimization software package. J. Glob. Optim. 8(2): 201-205 (1996) - 1995
- [j2]Russ J. Vander Wiel, Nikolaos V. Sahinidis:
Heuristic Bounds and Test Problem Generation for the Time-Dependent Traveling Salesman Problem. Transp. Sci. 29(2): 167-183 (1995) - 1992
- [j1]Nikolaos V. Sahinidis, Ignacio E. Grossmann:
Reformulation of the Multiperiod MILP Model for Capacity Expansion of Chemical Processes. Oper. Res. 40(Supplement-1): S127-S144 (1992)
Coauthor Index
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