cone-programming convex-optimization first-order-methods linear-programming numerical-optimization optimization optimization-algorithms quadratic-programming semidefinite-programming solver

binder fourier-transform heroku-deployment least-square-regression numpy optimization plotly regression voila-dashboard

constrained-optimization continuous-optimization cpp gradient-descent interior-point-method local-optimization mathematical-optimization mathematical-programming newton-method nonconvex-optimization nonlinear-optimization nonlinear-programming nonlinear-programming-algorithms numerical-optimization optimization optimization-algorithms optimization-methods optimization-solver quadratic-programming sequential-quadratic-programming

automatic-differentiation computed-tomography ct cuda gpu julia julia-language optimization radon radon-transform tomography x-ray

julia julia-language optimization

energy-system optimization osemosys stochastic techno-economic

aggregation clustering energy-system optimization python time-series timeseries typical-periods

autograd automatic-differentiation cirq deep-learning differentiable-computing hacktoberfest jax machine-learning neural-network optimization python pytorch qiskit qml quantum quantum-chemistry quantum-computing quantum-machine-learning strawberryfields tensorflow

control genetic-algorithm matlab optimization parallel-robot robotics

direct-collocation julia optimal-control optimization quantum-computing quantum-optimal-control trajectory-optimization

algorithmic-differentiation automatic-differentiation convex-optimization derivative-free-optimization global-optimization hacktoberfest julia local-optimization mixed-integer-programming nonlinear-optimization optimization scientific-machine-learning sciml

cplusplus cpp deep-learning deep-neural-networks distributed-computing high-performance machine-learning mpi optimization parallel-computing scientific-computing

ergonomics hardware-designs human-robot-interaction humanoid-robot optimization

brightway ecoinvent lca lifecycle optimization pyomo

agglomerative algorithm community detection experiment graph iterative louvain modularity multithreading openmp optimization

axcaliber ball-and-racket ball-and-stick constrained-spherical-deconvolution diffusion-mri diffusion-time-dependence microscopic-diffusion-imaging microstructure-estimation microstructure-imaging-in-crossings multi-compartment-modeling multi-echo-time multi-shell multi-tissue-csd neuroimaging neuroscience noddi noddi-bingham optimization reproducible-research spherical-mean-technique

control convex-optimization lasso machine-learning model-predictive-control numerical-optimization optimization portfolio-optimization quadratic-programming solver svm

energy-system milp minlp nlp optimization power powerflow python snl-applications snl-science-libs

global-optimization julia-language minlp minlp-solver mixed-integer-nonlinear-programming mixed-integer-programming non-convex-optimization nonlinear-optimization optimization optimization-algorithms

mathematical-programming minlp minlp-solver mixed-integer-optimization nonlinear-optimization optimization pyomo

bayesian-optimization chemistry drug-discovery machine-learning nelder-mead neural-networks optimization self-optimization snobfit tsemo

demand-flexibility distribution-grid julia optimization planning-tool storage transmission-grid

ensemble-methods ensembles global-sensitivity-analysis non-intrusive optimization optimization-tools parallel-computing parameter-estimation sensitivity-analysis uncertainty-quantification

convex-optimization cvxpy mathematical-optimization modeling-language numerical-optimization optimization optimization-modeling python

constrained-optimization optimization pytorch sqp

biodiversity conservation conservation-planner optimization prioritization r rstats solver spatial

bfgs constrained-optimization eigen expression-templates gradient-computation lbfgs lbfgs-solver lbfgsb-solver mathematics minimization minimization-algorithm newton numerical-optimization-methods optimization optimization-algorithms optimization-methods optimization-tools solver solvers

julia julia-language nlpmodels optimization quadratic-programming

artificial-intelligence decision-trees keras lightgbm machine-learning mathematical-programming mixed-integer-optimization mixed-integer-programming neural-networks optimization python pytorch sklearn surrogate-models xgboost

graphcore habana inference intel onnx onnxruntime optimization pytorch quantization tflite training transformers

benders-decomposition julia jump markov-decision-process markov-decision-processes multistage-stochastic-integer multistage-stochastic-optimization optimal-control optimization sddip sddp stochastic-dual-dynamic-programming stochastic-integer stochastic-optimization stochastic-programming

battery controls electric-vehicles energy-transition optimization powerflow solar

adabelief adam-optimizer adamax adamp adamw amsgrad lion machine-learning optimization pytorch radam sgd-optimizer

benchmarking cmake optimization python quantum-annealing quantum-computing quantum-mechanics simulated-annealing

clustering k-means kmeans-constrained maximum-cluster-sizes minimum-cluster-sizes ml optimization python

integer-programming linear-programming milp mip optimization r

direct-collocation iterative-learning-control julia optimization quantum-computing quantum-optimal-control trajectory-optimization

analysis electricity energy julia optimization powersystems simulations

analysis beam composites design elements finite optimization plate structural thin-walled

market modeling oemof opensource optimization power python

genetic-algorithm model-calibration optimization optimizer parameter-estimation pysb python3 systems-biology

convex-optimization numerical-optimization optimization quadratic-programming

climate-change energy energy-system energy-system-modeling energy-systems linear-programming mathematical-modelling milp mixed-integer-linear-programming modeling optimisation optimization python renewables

cpp eigen3 linear-programming optimization proximal-algorithms quadratic-programming robotics

julia nonlinear-optimization nonlinear-programming optimization optimization-algorithms solver

constrained-optimization julia nonsmooth-optimization optimization optimization-algorithms proximal-algorithms

electricity energy optimization planning power power-system-analysis power-system-simulation power-systems renewable-energy renewables

jso julia mathematical-optimization mathematical-programming nlpmodels optimization

optimization

logs optimization pandas plotly python

Earth and Environmental Sciences (40%)

julia math nonlinear-optimization nonlinear-programming numerical-optimization optimization

benchmark energy energy-consumption energy-efficiency java jvm optimization

classification-algorithm conference-paper jupyter-notebook machine-learning matlab obstetrics optimization python research-project

energy-storage kivy optimization pyomo python sandia-national-laboratories scr-2333 snl-applications snl-data-analysis

julia modelling ode optimization ordinary-differential-equations sbml sbml-model systems-biology

auprc auroc contrastive-learning deep-learning machine-learning ndcg optimization pytorch ranking-algorithm self-supervised-learning

autodiff automatic-differentiation implicit julia machine-learning optimization

cnn gradient-boosted-trees keras-neural-networks mathematical-modelling mathematical-programming mixed-integer-optimization mixed-integer-programming modeling-language neural-network nonlinear-optimization nonlinear-programming onnx optimization pyomo python relu

optimization python

admm julia machine-learning nonlinear-programming nonsmooth-optimization numerical-optimization optimal-control optimization optimization-algorithms proximal-algorithms proximal-gradient-method proximal-operators

convex-optimization finance optimization optimization-algorithms optimization-methods optimizer portfolio-optimization python time-series

bbotk hyperparameter-optimization hyperparameter-tuning machine-learning mlr3 optimization r r-package tune tuning

data-processing data-science denoising image-processing inverse-problems non-linear-optimization nonlinear-optimization optimization optimization-algorithms optimization-methods python

bayesian machine-learning optimization

Artificial Intelligence and Machine Learning (31%)

bayes cran ecological-models mcmc optimization smc systems-biology

bayesian-optimization black-box-optimization hyperparameter-optimization mlr mlrmbo model-based-optimization optimization r r-package

optimization performance-profile

algorithms machine-learning optimization reinforcement-learning rust

ampl julia julia-language nlpmodels optimization

capacity-expansion-planning energy julia linear-programming optimization

aerodynamics aircraft-design cpp mdo msgpack-rpc optimization python scripting uav xflr5

array base blocking cache-oblivious interchange javascript loop multidimensional ndarray node node-js nodejs optimization reorder sort stdlib tiling types utilities utility

class classification derivative-free-optimization global-optimization high-dimensional illustration machine-learning metaheuristics non-convex-optimization numerical-analysis optimization particle-swarm-optimization

linear-algebra optimization optimization-algorithms

cfa finance financial-data historical-data investments markowitz mathematics modern-portfolio-theory optimization portfolio portfolio-optimization python quantitative-finance time-series

array base blocking cache-oblivious interchange javascript loop multidimensional ndarray node node-js nodejs optimization reorder sort stdlib tiling types utilities utility

adam-robotics automatic-differentiation casadi jax motion-planning numpy optimization python pytorch reinforcement-learning rigid-body-dynamics robotics urdf

climate data-assimilation fluid-dynamics julia machine-learning optimization

brain-connectivity decision-trees dipy dmri ensemble-learning ensemble-sampling fmri fuzzy-logic graph-neural-networks gridsearch multiverse networks networkx nilearn nipype optimization tractography workflow

julia knapsack optimization

optimization rstats

array base blocking cache-oblivious interchange javascript loop multidimensional ndarray node node-js nodejs optimization reorder sort stdlib tiling types utilities utility

computerized-adaptive-testing item-response-theory java mixed-integer-programming open-source optimization rpackage shadow-testing shiny xpress-mosel

artificial-intelligence cooperative-game gametheory multiagent-systems optimization quantum-computing

aesthetics ai-detection clip-iqa clip-score colab colab-notebook diffusion-models evolutionary-algorithms genetic-algorithm image-generation jupyter jupyter-notebook laion nsga-ii optimization python stable-diffusion torch

deep-learning flax jax language-model machine-learning mnist optimization optimization-algorithms optimizer transformer

gas-flow gas-network-formulations network optimization

chemistry experimental-design machine-learning materials-science optimization

cvxpy modeling-language optimization python saddle-point

integer-programming linear-programming mip modeling optimization optimization-algorithms optimization-framework optimization-tools

bouncing-ball complementarity-solvers impact mcp nonsmooth-dynamical-systems numerical-calculations optimization python scientific-computing simulation solvers variational-inequality

alternative-optima bioinformatics chemical-networks chemistry computational-biology dynamical-systems linear-programming metabolic-networks metabolism optimization python

capacity-expansion-planning investment model oemof open-source optimization power python

energy-system-model modelling optimization

energy home-automation linear-programming management model-predictive-control optimization

electromagnetics fmm fourier-modal-method jax optics optimization pytorch rcwa rigorous-coupled-wave-analysis simulation

brightway2 life-cycle-assessment monte-carlo-simulation municipal-solid-waste optimization pyside2 python solid-waste-management swolfpy uncertainty-assessment

black-scholes differential-evolution genetic-algorithm grid-search heuristics implied-volatility local-search optimization particle-swarm-optimization r simulated-annealing threshold-accepting

deep-learning learning-rate-scheduling neural-network optimization pruning pytorch sparsity

multi-objective-optimization optimization optimization-algorithms pymoo python