Standout Papers
Citation Impact
Citing Papers
Navigating the protein fitness landscape with Gaussian processes
2012 StandoutNobel
Genetic Influences on Brain Gene Expression in Rats Selected for Tameness and Aggression
2014 StandoutNobel
Portfolio allocation for Bayesian optimization
2011
Optimistic Optimization of a Deterministic Function without the Knowledge of its Smoothness
2011
{Bayesian Multi-Scale Optimistic Optimization}
2014
Convergence Rates of Efficient Global Optimization Algorithms
2011
Active Preference Learning with Discrete Choice Data
2007
Bayesian optimization in high dimensions via random embeddings
2013
A review of uncertainty quantification in deep learning: Techniques, applications and challenges
2021 Standout
Salp Swarm Algorithm: A bio-inspired optimizer for engineering design problems
2017 Standout
Techno-economic survey of Organic Rankine Cycle (ORC) systems
2013 Standout
Towards a critical evaluation of an empirical and volume-based solvation function for ligand docking
2017
A Taxonomy of Global Optimization Methods Based on Response Surfaces
2001
Mastering the game of Go without human knowledge
2017 StandoutNatureNobel
On the efficiency of nature-inspired metaheuristics in expensive global optimization with limited budget
2018
A structure-based computational workflow to predict liability and binding modes of small molecules to hERG
2020 StandoutNobel
A general and efficient method for estimating continuous IBD functions for use in genome scans for QTL
2007
An Overview of Recent Advances in Coordinated Control of Multiple Autonomous Surface Vehicles
2020 Standout
Taking the Human Out of the Loop: A Review of Bayesian Optimization
2015 Standout
Surrogate modeling-based optimization of SAGD processes
2002
Transport of Colloids and Associated Hydrophobic Organic Chemicals through a Natural Media Filter
2008
The Whale Optimization Algorithm
2016 Standout
Variable neighborhood search: Principles and applications
2001 Standout
Superlinear Convergence and Implicit Filtering
2000
DESIGN OPTIMIZATION OF A COMPLEX MECHANICAL SYSTEM USING ADAPTIVE RESPONSE SURFACE METHOD
2000
A Bayesian exploration-exploitation approach for optimal online sensing and planning with a visually guided mobile robot
2009
Metaheuristics: A bibliography
1996
Metaheuristics in combinatorial optimization
2003 Standout
A new optimization method: Big Bang–Big Crunch
2005
Marine Predators Algorithm: A nature-inspired metaheuristic
2020 Standout
Metaheuristics in Combinatorial Optimization
2005 Standout
An Optimization Methodology of Alkaline-Surfactant-Polymer Flooding Processes Using Field Scale Numerical Simulation and Multiple Surrogates
2004
The Relation between Black Hole Mass, Bulge Mass, and Near-Infrared Luminosity
2003 Standout
Learning Where to Attend with Deep Architectures for Image Tracking
2012
Surrogate-based analysis and optimization
2005 Standout
Chimp optimization algorithm
2020 Standout
The Knowledge-Gradient Policy for Correlated Normal Beliefs
2009
Survey of modeling and optimization strategies to solve high-dimensional design problems with computationally-expensive black-box functions
2009
Gaussian Processes for Machine Learning
2005 Standout
Recent advances in surrogate-based optimization
2009 Standout
Surrogate modeling-based optimization for the integration of static and dynamic data into a reservoir description
2002
Microplastics and Nanoplastics in Aquatic Environments: Aggregation, Deposition, and Enhanced Contaminant Transport
2017 Standout
Efficient Global Optimization of Expensive Black-Box Functions
1998 Standout
Global Optimization of Problems with Disconnected Feasible Regions via Surrogate Modeling
2002
Model‐based vs data‐driven adaptive control: An overview
2018
Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization
2020
Staff scheduling and rostering: A review of applications, methods and models
2003 Standout
Recent advances and applications of machine learning in solid-state materials science
2019 Standout
Rich Models for Steganalysis of Digital Images
2012 Standout
A Survey of Projection-Based Model Reduction Methods for Parametric Dynamical Systems
2015 Standout
GOSH: derivative-free global optimization using multi-dimensional space-filling curves
2017
Systematic optimization of subcritical and transcritical organic Rankine cycles (ORCs) constrained by technical parameters in multiple applications
2013
Moth-flame optimization algorithm: A novel nature-inspired heuristic paradigm
2015 Standout
ChatGPT Research Group for Optimizing the Crystallinity of MOFs and COFs
2023 StandoutNobel
Crystalline Polyphenylene Covalent Organic Frameworks
2023 StandoutNobel
Review of Metamodeling Techniques in Support of Engineering Design Optimization
2006 Standout
Harris hawks optimization: Algorithm and applications
2019 Standout
Grey Wolf Optimizer
2014 Standout
Variable neighborhood search
1997 Standout
INFO: An efficient optimization algorithm based on weighted mean of vectors
2022 Standout
On hyperparameter optimization of machine learning algorithms: Theory and practice
2020 Standout
An optimization methodology of alkaline–surfactant–polymer flooding processes using field scale numerical simulation and multiple surrogates
2005
Space exploration and global optimization for computationally intensive design problems: a rough set based approach
2004
The Counterrotating Core and the Black Hole Mass of IC 1459
2002
The status, challenges, and future of additive manufacturing in engineering
2015 Standout
An experimental methodology for response surface optimization methods
2011
Deep Reinforcement Learning: A Brief Survey
2017 Standout
Optimization by Direct Search: New Perspectives on Some Classical and Modern Methods
2003 Standout
GEMSFITS: Code package for optimization of geochemical model parameters and inverse modeling
2014
Review of organic Rankine cycle (ORC) architectures for waste heat recovery
2015 Standout
Cemdata18: A chemical thermodynamic database for hydrated Portland cements and alkali-activated materials
2018 Standout
A Radial Basis Function Method for Global Optimization
2001
Aquila Optimizer: A novel meta-heuristic optimization algorithm
2021 Standout
Genetic Architecture of Tameness in a Rat Model of Animal Domestication
2009 StandoutNobel
Topology and Dimensional Synthesis of Compliant Mechanisms Using Discrete Optimization
2005
A Locally-Biased form of the DIRECT Algorithm
2001
Analytic target cascading in simulation-based building design
2005
Toward Dual-functional Radar-Communication Systems: Optimal Waveform Design
2018 Standout
BayesOpt: A Bayesian Optimization Library for Nonlinear Optimization, Experimental Design and Bandits
2014
Compressed sensing quantum process tomography for superconducting quantum gates
2014 StandoutNobel
Provably Convergent Multifidelity Optimization Algorithm Not Requiring High-Fidelity Derivatives
2012
Algorithms for optimization of building design: A review
2013 Standout
A partition-based global optimization algorithm
2010
A general-purpose tunable landscape generator
2006
Global Optimization of Stochastic Black-Box Systems via Sequential Kriging Meta-Models
2006
Efficient global optimization for hydraulic fracturing treatment design
2002
A review of computational optimisation methods applied to sustainable building design
2013 Standout
Central Masses and Broad‐Line Region Sizes of Active Galactic Nuclei. II. A Homogeneous Analysis of a Large Reverberation‐Mapping Database
2004 Standout
Adaptive Response Surface Method Using Inherited Latin Hypercube Design Points
2003
The Slope of the Black Hole Mass versus Velocity Dispersion Correlation
2002 Standout
Global Optimization by Multilevel Coordinate Search
1999
THEM-σ ANDM-LRELATIONS IN GALACTIC BULGES, AND DETERMINATIONS OF THEIR INTRINSIC SCATTER
2009 Standout
Works of B.E. Stuckman being referenced
The rank transformation applied to a multivariate method of global optimization
1990
A global search method for optimizing nonlinear systems
1988
Lipschitzian optimization without the Lipschitz constant
1993 Standout
A comparison of Bayesian/sampling global optimization techniques
1992