Nikolaos V. Sahinidis
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Why Is Nikolaos V. Sahinidis Influential?
(Suggest an Edit or Addition)Nikolaos V. Sahinidis's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- A polyhedral branch-and-cut approach to global optimization (2005) (1275)
- Derivative-free optimization: a review of algorithms and comparison of software implementations (2013) (1163)
- Optimization under uncertainty: state-of-the-art and opportunities (2004) (1163)
- Convexification and Global Optimization in Continuous and Mixed-Integer Nonlinear Programming (2002) (775)
- BARON: A general purpose global optimization software package (1996) (711)
- Global optimization of mixed-integer nonlinear programs: A theoretical and computational study (2004) (620)
- Global optimization of nonconvex NLPs and MINLPs with applications in process design (1995) (423)
- A Critical Review and Annotated Bibliography for Heat Exchanger Network Synthesis in the 20th Century (2002) (405)
- A branch-and-reduce approach to global optimization (1996) (363)
- Simulation optimization: a review of algorithms and applications (2016) (345)
- Learning surrogate models for simulation‐based optimization (2014) (299)
- A finite branch-and-bound algorithm for two-stage stochastic integer programs (2004) (285)
- GPU-BLAST: using graphics processors to accelerate protein sequence alignment (2010) (246)
- Convexification and Global Optimization in Continuous And (2002) (196)
- Optimization in Process Planning under Uncertainty (1996) (189)
- Robust Process Planning under Uncertainty (1998) (187)
- A Lagrangian Approach to the Pooling Problem (1999) (160)
- Convex extensions and envelopes of lower semi-continuous functions (2002) (155)
- Optimization model for long range planning in the chemical industry (1989) (154)
- Semidefinite relaxations for quadratically constrained quadratic programming: A review and comparisons (2011) (150)
- Semidefinite Relaxations of Fractional Programs via Novel Convexification Techniques (2001) (141)
- An Approximation Scheme for Stochastic Integer Programs Arising in Capacity Expansion (2003) (139)
- Convergence properties of generalized benders decomposition (1991) (139)
- MINLP model for cyclic multiproduct scheduling on continuous parallel lines (1991) (125)
- Computational complexity of heat exchanger network synthesis (2001) (122)
- The ALAMO approach to machine learning (2017) (121)
- Paclitaxel delivery from PLGA foams for controlled release in post-surgical chemotherapy against glioblastoma multiforme. (2009) (120)
- Analysis of Bounds for Multilinear Functions (2001) (119)
- Computer-aided molecular design: An introduction and review of tools, applications, and solution techniques (2016) (118)
- Simulation optimization: a review of algorithms and applications (2014) (118)
- Multiterm polyhedral relaxations for nonconvex, quadratically constrained quadratic programs (2009) (117)
- Reformulation of multiperiod MILP models for planning and scheduling of chemical processes (1991) (112)
- A Finite Algorithm for Global Minimization of Separable Concave Programs (1998) (107)
- Exploiting integrality in the global optimization of mixed-integer nonlinear programming problems with BARON (2018) (105)
- Process planning in a fuzzy environment (1997) (100)
- Global Optimization of Multiplicative Programs (2003) (98)
- Optimization‐based framework for computer‐aided molecular design (2013) (95)
- Design of alternative refrigerants via global optimization (2003) (93)
- Exact Algorithms for Global Optimization of Mixed-Integer Nonlinear Programs (2002) (87)
- A combined first-principles and data-driven approach to model building (2015) (81)
- A branch-and-bound algorithm for the continuous facility layout problem (2008) (77)
- GPU computing with Kaczmarz's and other iterative algorithms for linear systems (2010) (73)
- Carbon Capture Simulation Initiative: a case study in multiscale modeling and new challenges. (2014) (70)
- Global Optimization of 0-1 Hyperbolic Programs (2002) (69)
- Convex envelopes generated from finitely many compact convex sets (2013) (64)
- A hybrid LP/NLP paradigm for global optimization relaxations (2018) (60)
- A deep reinforcement learning approach for chemical production scheduling (2020) (60)
- QPLIB: a library of quadratic programming instances (2018) (60)
- Domain reduction techniques for global NLP and MINLP optimization (2017) (60)
- Reformulation of the Multiperiod MILP Model for Capacity Expansion of Chemical Processes (1992) (60)
- Uncertainty Quantification in CO2 Sequestration Using Surrogate Models from Polynomial Chaos Expansion (2013) (58)
- Global optimization of nonconvex problems with multilinear intermediates (2015) (56)
- A Reduction-Based Exact Algorithm for the Contact Map Overlap Problem (2007) (53)
- GLOBAL OPTIMIZATION ALGORITHMS FOR CHIP LAYOUT AND COMPACTION (1995) (53)
- Applications of global optimization to process and molecular design (2000) (52)
- In vivo performance of implantable biodegradable preparations delivering Paclitaxel and Etanidazole for the treatment of glioma. (2007) (50)
- Convex envelopes of products of convex and component-wise concave functions (2012) (50)
- Residue-rotamer-reduction algorithm for the protein side-chain conformation problem (2006) (47)
- A COSMO-based approach to computer-aided mixture design (2017) (46)
- Accelerating Branch-and-Bound through a Modeling Language Construct for Relaxation-Specific Constraints (2005) (45)
- Global Optimization and Constraint Satisfaction: The Branch-and-Reduce Approach (2002) (45)
- An exact solution approach for the time‐dependent traveling‐salesman problem (1996) (44)
- Mixed-integer nonlinear programming 2018 (2019) (43)
- Multiperiod investment model for processing networks with dedicated and flexible plants. [Erratum to document cited in CA114(26):250093n] (1991) (41)
- Globally optimal robust control for systems with time-varying nonlinear perturbations (1997) (39)
- Optimal Source–Sink Matching in Carbon Capture and Storage Systems under Uncertainty (2014) (39)
- OR-Gym: A Reinforcement Learning Library for Operations Research Problem (2020) (38)
- The Pooling Problem (2002) (35)
- Optimization of metabolic pathways under stability considerations (2005) (34)
- A global MINLP approach to symbolic regression (2018) (33)
- COSMO‐based computer‐aided molecular/mixture design: A focus on reaction solvents (2018) (32)
- Globally optimal robust process control (1999) (31)
- Global optimization of general non-convex problems with intermediate bilinear substructures (2014) (29)
- Heuristic Bounds and Test Problem Generation for the Time-Dependent Traveling Salesman Problem (1995) (29)
- Medium-term maintenance turnaround planning under uncertainty for integrated chemical sites (2016) (28)
- Scaling linear optimization problems prior to application of the simplex method (2012) (28)
- Global optimization in stabilizing controller design (2007) (27)
- An improved decomposition algorithm for optimization under uncertainty (2000) (27)
- Computational trends and effects of approximations in an MILP model for process planning (1995) (27)
- Analytical investigations of the process planning problem (2000) (26)
- Design of Heat-Transfer Media Components for Retail Food Refrigeration (2013) (26)
- GPU simulations for risk assessment in CO2 geologic sequestration (2011) (25)
- Tuning BARON using derivative-free optimization algorithms (2019) (24)
- Long-term turnaround planning for integrated chemical sites (2015) (23)
- Long range planning in the process industries: A projection approach (1996) (22)
- Relaxations of factorable functions with convex-transformable intermediates (2014) (22)
- On the impact of running intersection inequalities for globally solving polynomial optimization problems (2020) (22)
- Product Disaggregation in Global Optimization and Relaxations of Rational Programs (2002) (21)
- Next Generation Multi-Scale Process Systems Engineering Framework (2018) (21)
- Time-Dependent Traveling Salesman Problem (2009) (21)
- Mixture design using derivative‐free optimization in the space of individual component properties (2016) (20)
- Optimization of circuitry arrangements for heat exchangers using derivative-free optimization (2017) (20)
- An efficient strategy for the activation of MIP relaxations in a multicore global MINLP solver (2018) (20)
- Solving Global Optimization Problems with Baron (2001) (20)
- A Branch-and-Reduce Algorithm for the Contact Map Overlap Problem (2006) (18)
- Global Optimization and Constraint Satisfaction (2002) (18)
- Approximation Algorithms for the Minimum Number of Matches Problem in Heat Exchanger Network Synthesis (2004) (18)
- Planning of Chemical Process Networks via Global Concave Minimization (1996) (17)
- A review of the LU update in the simplex algorithm (2012) (16)
- Selection, acquisition, and allocation of manufacturing technology in a multi-period environment (2008) (15)
- A Framework for Optimization and Quantification of Uncertainty and Sensitivity for Developing Carbon Capture Systems (2014) (14)
- A Machine Learning Approach to Correlation Development Applied to Fin-Tube Bundle Heat Exchangers (2018) (14)
- Bounds tightening based on optimality conditions for nonconvex box-constrained optimization (2017) (14)
- A branch-and-bound approach for machine selection in just-in-time manufacturing systems (1996) (14)
- Process Systems Engineering Perspective on the Design of Materials and Molecules (2021) (13)
- Global optimization of an industrial gas network operation (2016) (13)
- Pattern recognition in chemical process flowsheets (2018) (13)
- Spectral Relaxations and Branching Strategies for Global Optimization of Mixed-Integer Quadratic Programs (2020) (12)
- Bridging the gap between heuristics and optimization: Capacity expansion case (1997) (12)
- Derivative-free optimization for chemical product design (2020) (12)
- Computational Experience with Applications of Bilinear Cutting Planes (2013) (11)
- Mixed integer nonlinear programs: theory, algorithms and applications (2001) (11)
- Algorithms for derivative-free optimization (2009) (11)
- Portfolio optimization for wealth-dependent risk preferences (2010) (11)
- Review and comparison of algorithms and software for mixed-integer derivative-free optimization (2021) (10)
- Risk analysis of turnaround reschedule planning in integrated chemical sites (2017) (10)
- Innovative computational tools and models for the design, optimization and control of carbon capture processes (2016) (10)
- Automated learning of chemical reaction networks (2019) (10)
- Globally optimal robust control of large scale sheet and film processes (1997) (9)
- Simultaneous parameter estimation and model structure determination in FTIR spectroscopy by global MINLP optimization (2003) (9)
- Steady‐state process optimization with guaranteed robust stability under parametric uncertainty (2011) (9)
- GAMS / BARON 5 . 0 ∗ Global Optimization of Mixed-Integer Nonlinear Programs (2002) (9)
- GPU parameter tuning for tall and skinny dense linear least squares problems (2018) (9)
- Global optimization of nonlinear least-squares problems by branch-and-bound and optimality constraints (2012) (8)
- Establishing a master's degree programme in bioinformatics: challenges and opportunities. (2005) (8)
- Derivative-free optimization: a review of algorithms and comparison of software implementations (2012) (8)
- Computational experience with linear optimization and related problems (2010) (7)
- Global optimization of mathematical programs with complementarity constraints and application to clean energy deployment (2016) (7)
- SnB version 2.3: triplet sieve phasing for centrosymmetric structures. (2008) (7)
- Global optimization of nonconvex problems with convex-transformable intermediates (2018) (7)
- Efficient Bayesian inference using adversarial machine learning and low-complexity surrogate models (2021) (6)
- Evaluation of rapid performance reservoir models for quantitative risk assessment (2014) (6)
- Deletion Presolve for Accelerating Infeasibility Diagnosis in Optimization Models (2017) (6)
- Evaluating and ranking patents with multiple criteria: How many criteria are required to find the most promising patents? (2019) (6)
- Global optimization of general nonconvex problems with intermediate polynomial substructures (2014) (6)
- An integer programming approach to DNA sequence assembly (2011) (6)
- An integer minimal principle and triplet sieve method for phasing centrosymmetric structures. (2007) (6)
- Industrial text analytics for reliability with derivative-free optimization (2020) (6)
- Forty years of Computers and Chemical Engineering: Analysis of the field via text mining techniques (2019) (6)
- SAS-Pro: Simultaneous Residue Assignment and Structure Superposition for Protein Structure Alignment (2012) (5)
- Computer-aided retrosynthetic design: fundamentals, tools, and outlook (2022) (5)
- SDP-quality bounds via convex quadratic relaxations for global optimization of mixed-integer quadratic programs (2021) (5)
- Optimization of IMC-PID Tuning Parameters for Adaptive Control: Part 1 (2011) (5)
- Uncertainty quantification in CO 2 sequestration using surrogate models from polynomial chaos expansion (2012) (5)
- Chapter 21: State of the Art in Mixed-Integer Nonlinear Optimization (2017) (5)
- Design of Secondary Refrigerants: A Combined Optimization-Enumeration Approach (2009) (5)
- Computational Tools for Accelerating Carbon Capture Process Development (2013) (5)
- Learning process patterns via multiple sequence alignment (2022) (4)
- Agent-based Modeling and Simulation for an Order-To-Cash Process using NetLogo (2017) (4)
- 110th Anniversary: Design of Cooling Fluids for Electronic Equipment (2019) (4)
- Deterministic symbolic regression with derivative information: General methodology and application to equations of state (2021) (4)
- An integer programming approach to the phase problem for centrosymmetric structures. (2003) (4)
- The assignment problem with external interactions (1997) (4)
- Sparse Matrix Binormalization on a GPU (2008) (3)
- ExtractionScore: A Quantitative Framework for Evaluating Synthetic Routes on Predicted Liquid-Liquid Extraction Performance (2021) (3)
- A Discussion on Practical Considerations with Sparse Regression Methodologies (2020) (3)
- A review of LU factorisation in the simplex algorithm (2012) (3)
- MINLP model for multiproduct scheduling on continuous parallel lines (1989) (3)
- Optimality-based domain reduction for inequality-constrained NLP and MINLP problems (2020) (2)
- Transfer Learning in Information Criteria-based Feature Selection (2021) (2)
- A triangulation and fill-reducing initialization procedure for the simplex algorithm (2020) (2)
- Optimization in Process Planning Under Uncertainty,International Business Logistic (1996) (2)
- GAMS/BARON: A Tutorial and Empirical Performance Analysis (2002) (2)
- Reformulations of Rational Functions of 0−1 Variables∗ (2001) (2)
- Global optimization (2009) (2)
- Polynomial-time algorithms for the integer minimal principle for centrosymmetric structures. (2005) (2)
- A New Functional Group Selection Method for Group Contribution Models and Its Application in the Design of Electronics Cooling Fluids (2021) (2)
- Finite algorithms for global optimization of concave programs and general quadratic programs (1999) (2)
- Optimization Techniques for Phase Retrieval Based on Single-Crystal X-Ray Diffraction Data (2009) (2)
- Data-driven strategies for optimization of integrated chemical plants (2022) (2)
- Data-driven strategies for extractive distillation unit optimization (2022) (2)
- Optimization techniques in molecular structure and function elucidation (2009) (2)
- Convergence properties of generalized Benders decompositions (2015) (1)
- Chapter 16: The Pooling Problem (2017) (1)
- Controlled delivery of paclitaxel from micro-porous foams for the post surgical treatment of Glioblastoma Multiforme (2006) (1)
- Special Issue: Global Solution of Integer, Stochastic and Nonconvex Optimization Problems (2022) (1)
- Infeasibility resolution for multi-purpose batch process scheduling (2018) (1)
- Heat Exchanger Circuitry Design by Decision Diagrams (2019) (1)
- A computational methodology for learning low-complexity surrogate models of process from experiments or simulations. (Paper 679a) (2011) (1)
- A global MINLP approach to symbolic regression (2018) (1)
- Stochastic analysis and modeling of pharmaceutical screw feeder mass flow rates. (2022) (1)
- Direct space and simultaneous direct-reciprocal space optimization models for phasing structures (2008) (1)
- Decomposition in derivative-free optimization (2021) (1)
- Chemical Process Planning (2009) (0)
- Long-Range Planning of Chemical Manufacturing Systems (2000) (0)
- Simulation optimization: a review of algorithms and applications (2014) (0)
- Worse case and probabilistic analysis for a class multiperiod MILPs (1997) (0)
- Refrigerant Design Problem (2002) (0)
- Domain reduction techniques for global NLP and MINLP optimization (2017) (0)
- Global optimization of nonconvex problems with multilinear intermediates (2014) (0)
- A Branch-and-Cut Optimizer for Process Planning (1994) (0)
- Mixed-integer nonlinear programming 2018 (2019) (0)
- Announcement: Howard Rosenbrock Prize 2020 (2020) (0)
- QPLIB: a library of quadratic programming instances (2018) (0)
- Tuning BARON using derivative-free optimization algorithms (2018) (0)
- Global optimization of mathematical programs with complementarity constraints and application to clean energy deployment (2015) (0)
- Global optimization of nonconvex problems with convex-transformable intermediates (2018) (0)
- Foreword (2012) (0)
- Lifelong Learning: The Center for Advanced Process Decision-making at Carnegie Mellon (2018) (0)
- Announcement: Howard Rosenbrock Prize 2021 (2022) (0)
- Correction to: Announcement: Howard Rosenbrock Prize 2020 (2021) (0)
- Convex envelopes generated from finitely many compact convex sets (2011) (0)
- Reformation of the multiperiod MILP model for capacity expansion of chemical process (2015) (0)
- Long Range Planning in the Process Industries by Variable Disaggregation, Polyhedral Projection and Cutting Planes, (1993) (0)
- Global optimization of nonlinear least-squares problems by branch-and-bound and optimality constraints (2011) (0)
- Convex envelopes of products of convex and component-wise concave functions (2011) (0)
- Branch-and-Model: a derivative-free global optimization algorithm (2023) (0)
- An efficient strategy for the activation of MIP relaxations in a multicore global MINLP solver (2017) (0)
- Global optimization of multiplicative programs: theory, algorithms, and applications (1999) (0)
- Ignacio Grossmann of Carnegie Mellon University (2019) (0)
- A trust region-based algorithm for continuous optimization via simulation (2013) (0)
- Announcement: Howard Rosenbrock Prize 2017 (2018) (0)
- Simulation optimization: a review of algorithms and applications (2015) (0)
- New Directions for Process Systems Engineering (2006) (0)
- Backward Stepwise Elimination: Approximation Guarantee, a Batched GPU Algorithm, and Empirical Investigation (2021) (0)
- Convex Extensions and Relaxation Strategies (2002) (0)
- Accelerating the simplex algorithm via novel crash procedures (2019) (0)
- Annual Report: Carbon Capture Simulation Initiative (CCSI) (30 September 2012) (2012) (0)
- Relaxations of factorable functions with convex-transformable intermediates (2012) (0)
- Announcement: Howard Rosenbrock Prize 2020 (2021) (0)
- Correction to: Announcement: Howard Rosenbrock Prize 2020 (2021) (0)
- Optimality-based domain reduction for inequality-constrained NLP and MINLP problems (2020) (0)
- Optimization of carbon capture systems using surrogate models of simulated processes. (2011) (0)
- Book reviews: inventory control (2002) (0)
- Preface: Honoring the 60th birthday of Panos M. Pardalos (2014) (0)
- Bounds tightening based on optimality conditions for nonconvex box-constrained optimization (2016) (0)
- A triangulation and fill-reducing initialization procedure for the simplex algorithm (2020) (0)
- Relaxations of Factorable Programs (2002) (0)
- Response to W.R. Johns’ Commentary (2001) (0)
- A deterministic algorithm for phasing using triplet and quartet invariants (2005) (0)
- Global optimization of general nonconvex problems with intermediate polynomial substructures (2014) (0)
- Announcement: Howard Rosenbrock Prize 2018 (2019) (0)
- Hyperparameter autotuning of programs with HybridTuner (2022) (0)
- HybridTuner: Tuning with Hybrid Derivative-Free Optimization Initialization Strategies (2021) (0)
- Status report for optimization and engineering (2019) (0)
- Announcement: Howard Rosenbrock Prize 2018 (2019) (0)
- Node Partitioning Schemes (2002) (0)
- Scaling linear optimization problems prior to application of the simplex method (2011) (0)
- A hybrid LP/NLP paradigm for global optimization relaxations (2018) (0)
- Preface: Honoring the 60th birthday of Panos M. Pardalos (2014) (0)
- On the impact of running intersection inequalities for globally solving polynomial optimization problems (2019) (0)
- Announcement: Howard Rosenbrock Prize 2017 (2018) (0)
- Contact Map Overlap Maximization Problem, CMO (2009) (0)
- In Honor of Professor Ignacio Grossmann's 70th Birthday - II (Invited Talks) (2019) (0)
- Synthesis of optimal adsorptive carbon capture processes. (2011) (0)
- Overview of the U.S. DOE's Carbon Capture Simulation Initiative for Accelerating the Commercialization of CCS Technology (2011) (0)
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What Schools Are Affiliated With Nikolaos V. Sahinidis?
Nikolaos V. Sahinidis is affiliated with the following schools:
