Results 211 to 220 of about 4,909,083 (351)

Adaptive Multi-Task Learning for Battery Health Prediction: A BiLSTM Framework with Bayesian Optimization and Dynamic Task Weighting

Shuhao Chen, C. W. Tu
openalex   +1 more source

Toward Knowledge‐Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human–AI Synergy

Advanced Intelligent Discovery, EarlyView.
This perspective highlights how knowledge‐guided artificial intelligence can address key challenges in manufacturing inverse design, including high‐dimensional search spaces, limited data, and process constraints. It focused on three complementary pillars—expert‐guided problem definition, physics‐informed machine learning, and large language model ...
Hugon Lee, Hyeonbin Moon, Junhyeong Lee, Seunghwa Ryu   +3 more
wiley   +1 more source

Generative Multiobjective Bayesian Optimization with Scalable Batch Evaluations for Sample-Efficient De Novo Molecular Design. [PDF]

Ind Eng Chem Res
Muthyala MR, Sorourifar F, Tan T, Peng Y, Paulson JA.   +4 more
europepmc   +1 more source

Optimizing Random Forest Performance for Regional Gender Classification via Bayesian Optimization

Blerina Boçi, Aurora Simoni
openalex   +2 more sources

Factorization Machine‐Based Active Learning for Functional Materials Design with Optimal Initial Data

Advanced Intelligent Discovery, EarlyView.
This work investigates the optimal initial data size for surrogate‐based active learning in functional material optimization. Using factorization machine (FM)‐based quadratic unconstrained binary optimization (QUBO) surrogates and averaged piecewise linear regression, we show that adequate initial data accelerates convergence, enhances efficiency, and ...
Seongmin Kim, In‐Saeng Suh
wiley   +1 more source

Failure modes and mitigations for Bayesian optimization of neuromodulation parameters. [PDF]

J Neural Eng
Dastin-van Rijn EM, Widge AS.
europepmc   +1 more source

Integrating Sample Inheritance into Bayesian Optimization for Evolutionary Robotics

K. Ege de Bruin, Kyrre Glette, Kai Olav Ellefsen   +2 more
openalex   +1 more source

Model-based Constrained Bayesian Optimization of IEEE 802.11 VANET Safety Messaging [PDF]

Aidan Samuel Wright, Shengli Ding, Sandeep John Philips, Rianne Ann Matthew, Xiaomin Ma   +4 more
openalex   +1 more source

FastCat: Autonomous Discovery of Multielement Layered Double Hydroxide Alloy Catalysts for Alkaline Oxygen Evolution Reaction

Advanced Intelligent Discovery, EarlyView.
A machine learning‐guided self‐driving laboratory screened over 500 nickel‐based layered double‐hydroxide catalysts for alkaline oxygen evolution. Out of the eight metals, the robot uncovered a quaternary Ni–Fe–Cr–Co catalysts requiring only 231 mV overpotential to reach 20 mA cm−2.
Nis Fisker‐Bødker, Enzo Raffaele Moretti, Jin Hyun Chang, Tejs Vegge   +3 more
wiley   +1 more source

Tone Mapping of HDR Images via Meta-Guided Bayesian Optimization and Virtual Diffraction Modeling. [PDF]

Sensors (Basel)
Huang D, Zheng X, Li J, Zhan R, Dong J, Wen Y, Mao X, Chen Y, Chen Y.   +8 more
europepmc   +1 more source