Modern machine learning for tackling inverse problems in chemistry: molecular design to realization
The discovery of new molecules and materials helps expand the horizons of novel and
innovative real-life applications. In pursuit of finding molecules with desired properties …
innovative real-life applications. In pursuit of finding molecules with desired properties …
Data-informed inverse design by product usage information: a review, framework and outlook
L Hou, RJ Jiao - Journal of Intelligent Manufacturing, 2020 - Springer
A significant body of knowledge exists on inverse problems and extensive research has
been conducted on data-driven design in the past decade. This paper provides a …
been conducted on data-driven design in the past decade. This paper provides a …
Determination of an optimal control strategy for vaccine administration in COVID-19 pandemic treatment
Background and objective For decades, mathematical models have been used to predict the
behavior of physical and biological systems, as well as to define strategies aiming at the …
behavior of physical and biological systems, as well as to define strategies aiming at the …
[HTML][HTML] Reconstruction of aerothermal heating for the thermal protection system of a reusable launch vehicle
R Brociek, E Hetmaniok, D Słota - Applied Thermal Engineering, 2023 - Elsevier
The aim of this paper is to reconstruct the aerothermal heating profile for a three-layered
thermal protection system of a reusable launch vehicle (RLV). Computational methods …
thermal protection system of a reusable launch vehicle (RLV). Computational methods …
Deep learning for flow sculpting: Insights into efficient learning using scientific simulation data
A new technique for shaping microfluid flow, known as flow sculpting, offers an
unprecedented level of passive fluid flow control, with potential breakthrough applications in …
unprecedented level of passive fluid flow control, with potential breakthrough applications in …
Performance analysis and feasibility study of ant colony optimization, particle swarm optimization and cuckoo search algorithms for inverse heat transfer problems
K Mulani, P Talukdar, A Das, R Alagirusamy - International Journal of …, 2015 - Elsevier
In the present work, three recently developed metaheuristic algorithms (ant colony
optimization, cuckoo search and particle swarm optimization) are examined for a class of …
optimization, cuckoo search and particle swarm optimization) are examined for a class of …
Deep unfolding with normalizing flow priors for inverse problems
X Wei, H Van Gorp… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Many application domains, spanning from computational photography to medical imaging,
require recovery of high-fidelity images from noisy, incomplete or partial/compressed …
require recovery of high-fidelity images from noisy, incomplete or partial/compressed …
A fuzzy weighted relative error support vector machine for reverse prediction of concrete components
Concrete is one of the most commonly used construction materials in civil engineering.
Being able to accurately predict concrete components based on concrete strength, slump …
Being able to accurately predict concrete components based on concrete strength, slump …
Mathematical modelling of the second wave of COVID-19 infections using deterministic and stochastic SIDR models
Recently, various countries from across the globe have been facing the second wave of
COVID-19 infections. In order to understand the dynamics of the spread of the disease …
COVID-19 infections. In order to understand the dynamics of the spread of the disease …
A minimum-of-maximum relative error support vector machine for simultaneous reverse prediction of concrete components
J Gou, ZW Fan, C Wang, WP Guo, XM Lai… - Computers & …, 2016 - Elsevier
The simultaneous reverse prediction of multiple concrete components is very difficult, but
very important in practical engineering applications. Thus, this paper presents a variant …
very important in practical engineering applications. Thus, this paper presents a variant …