Singh P

Adaptive Robust Learning using Latent Bernoulli Variables

Karakulev A, Zachariah D, Singh P

Proceedings of the 41st International Conference on Machine Learning, PMLR 235 (-) 23105-23122 [2024-07-27; online 2023-12-04]

Prashant Singh SciLifeLab Fellow

Systematic comparison of modeling fidelity levels and parameter inference settings applied to negative feedback gene regulation

Coulier A, Singh P, Sturrock M, Hellander A

PLoS Comput Biol 18 (12) e1010683 [2022-12-15; online 2022-12-15]

Prashant Singh SciLifeLab Fellow

Identification of dynamic mass-action biochemical reaction networks using sparse Bayesian methods.

Jiang R, Singh P, Wrede F, Hellander A, Petzold L

PLoS Comput Biol 18 (1) e1009830 [2022-01-00; online 2022-01-31]

Prashant Singh SciLifeLab Fellow

Constrained multi-objective antenna design optimization using surrogates

Singh P, Rossi M, Couckuyt I, ..., Rogier H, Dhaene T

Int J Numer Model 30 (6) e2248 [2017-11-00; online 2017-05-04]

Prashant Singh SciLifeLab Fellow

Multi-objective Geometry Optimization of a Gas Cyclone Using Triple-Fidelity Co-Kriging Surrogate Models

Singh P, Couckuyt I, Elsayed K, Deschrijver D, Dhaene T

J Optim Theory Appl 175 (1) 172-193 [2017-10-00; online 2017-05-10]

Prashant Singh SciLifeLab Fellow

A sequential sampling strategy for adaptive classification of computationally expensive data

Singh P, Herten Jvd, Deschrijver D, Couckuyt I, Dhaene T

Struct Multidisc Optim 55 (4) 1425-1438 [2017-04-00; online 2016-09-22]

Prashant Singh SciLifeLab Fellow

Shape optimization of a cyclone separator using multi-objective surrogate-based optimization

Singh P, Couckuyt I, Elsayed K, Deschrijver D, Dhaene T

Applied Mathematical Modelling 40 (5-6) 4248-4259 [2016-03-00; online 2016-03-00]

Prashant Singh SciLifeLab Fellow