Gaussian Processes in Machine Learning

• Fabrication and Optimization of M2 High-Speed Steel via PBF–LB/M: A Machine Learning-Driven Approach

  2026 Research Square preprint Engineering Additive Manufacturing Materials and Processes Open access

  0

  citations
• Euclid preparation

  2026 Astronomy and Astrophysics article Physics and Astronomy Cosmology and Gravitation Theories Open access

  2

  citations
• Bayesian experimental design for optimizing medium composition and biomass formation of tobacco BY-2 cell suspension cultures in stirred-tank bioreactors

  2025 Frontiers in Bioengineering and Biotechnology article Biochemistry, Genetics and Molecular Biology Viral Infectious Diseases and Gene Expression in Insects Open access

  6

  citations
• Investigating the correlation between smoking and blood pressure via photoplethysmography

  2025 BioMedical Engineering OnLine article Engineering Non-Invasive Vital Sign Monitoring Open access

  1

  citations
• Early Stopping Bayesian Optimization for Controller Tuning

  2024 conference-paper Engineering Fault Detection and Control Systems

  2

  citations
• Joint Parameter and State-Space Modelling of Manufacturing Processes using Gaussian Processes

  2024 conference-paper Engineering Manufacturing Process and Optimization

  1

  citations
• Artificial intelligence and design of experiments for resource adequacy assessment in power systems

  2024 Energy Strategy Reviews article Engineering Power System Reliability and Maintenance Open access

  8

  citations
• Review of Hubble tension solutions with new SH0ES and SPT-3G data

  2024 Journal of Cosmology and Astroparticle Physics article Physics and Astronomy Cosmology and Gravitation Theories

  77

  citations
• Efficient Generation of Torsional Energy Profiles by Multifidelity Gaussian Processes for Hindered-Rotor Corrections

  2024 ChemRxiv preprint Engineering Aerospace Engineering and Control Systems Open access

  0

  citations
• Control of parallelized bioreactors II: probabilistic quantification of carboxylic acid reductase activity for bioprocess optimization

  2022 Bioprocess and Biosystems Engineering article Biochemistry, Genetics and Molecular Biology Viral Infectious Diseases and Gene Expression in Insects Open access

  11

  citations
• Optimization with Trained Machine Learning Models Embedded

  2022 Encyclopedia of Optimization reference-entry Computer Science Gaussian Processes and Bayesian Inference

  3

  citations
• Deterministic global optimization with Gaussian processes embedded

  2021 Mathematical Programming Computation article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  47

  citations
• Design of a vertical Loss-in-Weight feeder prototype with experimental proof of concept validation

  2021 Pharmaceutical Development and Technology article Engineering Mineral Processing and Grinding

  2

  citations
• Learning of Sub-optimal Gait Controllers for Magnetic Walking Soft Millirobots

  2020 conference-paper Physics and Astronomy Micro and Nano Robotics Open access cited by 1 patent

  22

  citations
• Global Optimization of Gaussian processes

  2020 arXiv (Cornell University) preprint Computer Science Gaussian Processes and Bayesian Inference Open access

  5

  citations

15 results