A Stochastic Approximation Method

• Multi-iteration Stochastic Optimizers

  2026 Applied Mathematics & Optimization article Computer Science Stochastic Gradient Optimization Techniques Open access

  3

  citations
• Weighted approximate quantum natural gradient for variational quantum eigensolver

  2026 Quantum Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

  1

  citations
• VAE-MOTION: A deep generative model for cardiomyocyte contractility analysis for improving drug efficacy evaluation

  2025 Expert Systems with Applications article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  1

  citations
• Identifying prenatal risk factors of postpartum depression with machine learning

  2025 Scientific Reports article Medicine Maternal Mental Health During Pregnancy and Postpartum Open access

  7

  citations
• Image‐Based Quantification of Deposited Lithium on Li Metal Surfaces

  2025 Energy Technology article Engineering Advanced Battery Materials and Technologies Open access

  1

  citations
• Stochastic Gradient Descent for Constrained Optimization Based on Adaptive Relaxed Barrier Functions

  2025 IEEE Control Systems Letters article Computer Science Stochastic Gradient Optimization Techniques

  3

  citations
• Deep NURBS—admissible physics-informed neural networks

  2024 Engineering With Computers article Physics and Astronomy Model Reduction and Neural Networks Open access

  5

  citations
• Determining the time before or after a galaxy merger event

  2024 Springer Link (Chiba Institute of Technology) article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  0

  citations
• Extracting patient lifestyle characteristics from Dutch clinical text with BERT models

  2024 BMC Medical Informatics and Decision Making article Computer Science Machine Learning in Healthcare Open access

  16

  citations
• Interpersonal trust: Asymptotic analysis of a stochastic coordination game with multi-agent learning

  2024 Chaos An Interdisciplinary Journal of Nonlinear Science article Decision Sciences Game Theory and Applications Open access

  2

  citations
• Refining computer tomography data with super-resolution networks to increase the accuracy of respiratory flow simulations

  2024 Future Generation Computer Systems article Computer Science Advanced Image Processing Techniques Open access

  8

  citations
• Determining the time before or after a galaxy merger event

  2024 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  7

  citations
• Extracting Patient Lifestyle Characteristics from Dutch Clinical Text with BERT Models

  2024 Research Square preprint Computer Science Machine Learning in Healthcare Open access

  4

  citations
• Benchmarking variational AutoEncoders on cancer transcriptomics data

  2023 PLoS ONE article Biochemistry, Genetics and Molecular Biology Gene expression and cancer classification Open access

  18

  citations
• Faster Convergence for Transformer Fine-tuning with Line Search Methods

  2023 conference-paper Computer Science Stochastic Gradient Optimization Techniques Open access

  2

  citations
• Self-Calibrating Loss Models for Real-Time Monitoring of Power Modules Based on Artificial Neural Networks

  2022 IEEE Energy Conversion Congress and Exposition (ECCE) conference-paper Engineering Silicon Carbide Semiconductor Technologies cited by 1 patent

  11

  citations
• HybridML: Open source platform for hybrid modeling

  2022 Computers & Chemical Engineering article Computer Science Modeling and Simulation Systems Open access

  30

  citations
• Complexity Analysis of stochastic gradient methods for PDE-constrained optimal Control Problems with uncertain parameters

  2021 ESAIM Mathematical Modelling and Numerical Analysis article Engineering Advanced Numerical Methods in Computational Mathematics Open access

  27

  citations
• Starspot Mapping with Adaptive Parallel Tempering. I. Implementation of Computational Code

  2020 The Astrophysical Journal article Physics and Astronomy Stellar, planetary, and galactic studies Open access

  20

  citations

19 results