Search Results - Group theory AND generalizations Explicit machine computation AND programs msc*

Reduced-Order Models and Conditional Expectation: Analysing Parametric Low-Order Approximations.

Authors: Matthies, Hermann G.

Source: Computation; Feb2025, Vol. 13 Issue 2, p58, 29p

Subject Terms: MACHINE learning, REDUCED-order models, DISTRIBUTION (Probability theory), CONDITIONAL expectations

Advanced Computer Simulation Based on Cardiac Imaging in Planning of Structural Heart Disease Interventions.

Authors: Agarwal, Alaukika Ranard, Lauren Vahl, Torsten et al.

Source: Journal of Clinical Medicine; Oct2025, Vol. 14 Issue 19, p6885, 21p

Subject Terms: COMPUTER simulation, CARDIAC imaging, COMPUTATIONAL fluid dynamics, FINITE element method, CONGENITAL heart disease, HEART valve prosthesis implantation, MACHINE learning

ON THE COMPLEXITY OF ISOMORPHISM PROBLEMS FOR TENSORS, GROUPS, AND POLYNOMIALS I: TENSOR ISOMORPHISM-COMPLETENESS.

Authors: GROCHOW, JOSHUA QIAO, YOUMING

Source: SIAM Journal on Computing; 2023, Vol. 52 Issue 2, p568-617, 50p

Subject Terms: POLYNOMIALS, POLYNOMIAL time algorithms, CRYPTOGRAPHY, MACHINE learning, ISOMORPHISM (Mathematics), COMPUTATIONAL group theory

Machine learning in smart production logistics: a review of technological capabilities.

Authors: Flores-García, Erik Hoon Kwak, Dong Jeong, Yongkuk et al.

Source: International Journal of Production Research; Mar2025, Vol. 63 Issue 5, p1898-1932, 35p

Subject Terms: MACHINE learning, COMPUTERS, MANUFACTURING industries, LOGISTICS, SUSTAINABILITY

Exploring machine learning models for predicting greenhouse gas emissions in Africa's building sector: A case study of six nations.

Authors: Adam, Abdullahi Mohamud Osman, Abdikarim Nor Yusuf, Abdinasir Mohamed et al.

Source: Environmental Systems Research; 10/6/2025, Vol. 14 Issue 1, p1-23, 23p

Subject Terms: GREENHOUSE gases, ENERGY consumption, COUNTRIES, MACHINE learning, URBANIZATION, FORECASTING, SUSTAINABLE development, HOUSING development

Geographic Terms: AFRICA, NIGERIA, MOROCCO

Reviews & Products: SUSTAINABLE Development Goals (United Nations)

Nonconvex Nonsmooth Multicomposite Optimization and Its Applications to Recurrent Neural Networks.

Authors: Jin, Lingzi Wang, Xiao Chen, Xiaojun

Source: SIAM Journal on Optimization; 2025, Vol. 35 Issue 4, p2343-2371, 29p

Subject Terms: MACHINE learning, RECURRENT neural networks, CRITICAL point theory, GLOBAL optimization, TIKHONOV regularization, NONSMOOTH optimization

Navigating AI-Driven Financial Forecasting: A Systematic Review of Current Status and Critical Research Gaps.

Authors: Vancsura, László Tatay, Tibor Bareith, Tibor

Source: Forecasting; Sep2025, Vol. 7 Issue 3, p36, 49p

Subject Terms: ARTIFICIAL intelligence, MACHINE learning, ARTIFICIAL neural networks, KNOWLEDGE gap theory, BUSINESS forecasting, MARKET volatility, PREDICTION models

Towards Task Sampler Learning for Meta-Learning.

Authors: Wang, Jingyao Qiang, Wenwen Su, Xingzhe et al.

Source: International Journal of Computer Vision; Dec2024, Vol. 132 Issue 12, p5534-5564, 31p

Subject Terms: MACHINE learning, DISTRIBUTION (Probability theory), BILEVEL programming, ENTROPY, GENERALIZATION

ON A GENERALIZATION OF WASSERSTEIN DISTANCE AND THE BECKMANN PROBLEM TO CONNECTION GRAPHS.

Authors: ROBERTSON, SAWYER JACK KOHLI, DHRUV MISHNE, GAL et al.

Source: SIAM Journal on Scientific Computing; 2025, Vol. 47 Issue 5, pA2774-A2800, 27p

Subject Terms: VECTOR fields, TRANSPORTATION costs, GRAPH connectivity, CLUSTER analysis (Statistics)

Predicting proteus effect via the user avatar bond: a longitudinal study using machine learning.

Authors: Latifi, Mohammed Qasim Poulus, Dylan Richards, Michaella et al.

Source: Behaviour & Information Technology; May2025, Vol. 44 Issue 8, p1595-1611, 17p

Subject Terms: BEHAVIORAL assessment, INTERNET addiction, PREDICTION models, COMPULSIVE behavior, PROBABILITY theory, LOGISTIC regression analysis, QUESTIONNAIRES, AGE distribution, DESCRIPTIVE statistics, CHI-squared test, AVATARS (Virtual reality), IMITATIVE behavior, MACHINE learning, CONFIDENCE intervals, VIDEO games, TIME, EVALUATION

Geographic Terms: AUSTRALIA

Catalysis meets machine learning: a guide to data-driven discovery and design.

Authors: Casillo, Eleonora Scattolin, Thomas Nolan, Steven P.

Source: Chemical Communications; 12/4/2025, Vol. 61 Issue 93, p18247-18272, 26p

Subject Terms: MACHINE learning, CATALYSIS, PROCESS optimization, MATHEMATICAL models, DESIGN research, ORGANOMETALLIC chemistry, LIGANDS (Chemistry), CATALYSTS

The quantum monadology.

Authors: Sati, Hisham Schreiber, Urs

Source: Quantum Studies: Mathematics & Foundations; Oct2025, Vol. 12 Issue 3, p1-148, 148p

Informed machine learning to reconcile interpretability with fidelity in scientific applications.

Authors: Murari, Andrea Rossi, Riccardo Spolladore, Luca et al.

Source: Artificial Intelligence Review; Oct2025, Vol. 58 Issue 10, p1-38, 38p

Causal Machine Learning: A Survey and Open Problems.

Authors: Kaddour, Jean Lynch, Aengus Liu, Qi et al.

Source: Foundations & Trends in Optimization; 2025, Vol. 9 Issue 1/2, p1-247, 247p

Scalable Primal Heuristics Using Graph Neural Networks for Combinatorial Optimization.

Authors: Cantürk, Furkan Varol, Taha Aydoğan, Reyhan et al.

Source: Journal of Artificial Intelligence Research; 2024, Vol. 80, p327-376, 50p

Subject Terms: HEURISTIC algorithms, ARTIFICIAL neural networks, GRAPH theory, COMBINATORIAL optimization, MACHINE learning

Algebraic and Homological Aspects of Hermitian -Theory.

Authors: Popelensky, Th. Yu.

Source: Proceedings of the Steklov Institute of Mathematics; 10/22/2024, Vol. 325 Issue 1, p230-261, 32p

A review of video-based human activity recognition: theory, methods and applications.

Authors: Bukht, Tanvir Fatima Naik Rahman, Hameedur Shaheen, Momina et al.

Source: Multimedia Tools & Applications; May2025, Vol. 84 Issue 17, p18499-18545, 47p

Subject Terms: HUMAN activity recognition, ARTIFICIAL intelligence, VIDEO surveillance, IMAGE processing, CRITICAL analysis

Dynamic climate graph network and adaptive climate action strategy for climate risk assessment and low-carbon policy responses.

Authors: Zhou, Fang Shi, Yan Zhao, Pengfei et al.

Source: Frontiers in Environmental Science; 2025, p1-19, 19p

Subject Terms: CLIMATE change, RISK assessment, MACHINE learning, STRATEGIC planning, DATA integration, CLIMATE change mitigation, CARBON dioxide mitigation

LQG RISK-SENSITIVE SINGLE-AGENT AND MAJOR-MINOR MEAN-FIELD GAME SYSTEMS: A VARIATIONAL FRAMEWORK.

Authors: HANCHAO LIU FIROOZI, DENA BRETON, MICHÈLE

Source: SIAM Journal on Control & Optimization; 2025, Vol. 63 Issue 4, p2251-2281, 31p

Subject Terms: OPTIMAL control theory, NASH equilibrium, MARTINGALES (Mathematics), VARIATIONAL principles, FEEDBACK control systems, RISK perception

People: NASH, John F., 1928-2015

Exploring AI models and applications within a system framework.

Authors: Sun, Yu Li, Ling Yu, Zhaoyuan et al.

Source: Systems Research & Behavioral Science; Jul/Aug2025, Vol. 42 Issue 4, p1163-1180, 18p

Subject Terms: ARTIFICIAL intelligence, CLINICAL decision support systems, KNOWLEDGE management, WORK environment, DATA analytics, NATURAL language processing, BLOCKCHAINS, ARTIFICIAL neural networks, MACHINE learning, CLOUD computing, MEDICAL ethics, ALGORITHMS