Bio-inspired computation: Where we stand and what's next

J Del Ser, E Osaba, D Molina, XS Yang… - Swarm and Evolutionary …, 2019 - Elsevier
In recent years, the research community has witnessed an explosion of literature dealing
with the mimicking of behavioral patterns and social phenomena observed in nature towards …

Simulation intelligence: Towards a new generation of scientific methods

A Lavin, D Krakauer, H Zenil, J Gottschlich… - arXiv preprint arXiv …, 2021 - arxiv.org
The original" Seven Motifs" set forth a roadmap of essential methods for the field of scientific
computing, where a motif is an algorithmic method that captures a pattern of computation …

Metabolic reprogramming of fibroblasts as therapeutic target in rheumatoid arthritis and cancer: deciphering key mechanisms using computational systems biology …

S Aghakhani, N Zerrouk, A Niarakis - Cancers, 2020 - mdpi.com
Simple Summary Fibroblasts are critical regulators of several physiological processes linked
to extracellular matrix regulation. Under certain conditions, fibroblasts can also transform …

Impact of fundamental molecular kinetics on macroscopic properties of high-enthalpy flows: The case of hypersonic atmospheric entry

G Colonna, F Bonelli, G Pascazio - Physical Review Fluids, 2019 - APS
Thermochemical nonequilibrium is one of the most challenging issues when dealing with
hypersonic flows experienced by objects (space vehicles, meteoroids, space debris) at …

Modeling as-manufactured fiber-reinforced microstructures based on X-ray microcomputed tomography

PJ Creveling, J Fisher, C Dahlkamp… - Composites Science and …, 2021 - Elsevier
A new approach is presented to convert X-ray microcomputed tomography (μCT) image data
of as-manufactured fiber-reinforced microstructures into high-fidelity finite element (FE) …

Strategies for democratization of supercomputing: Availability, accessibility and usability of high performance computing for education and practice of big data …

J Samuel, M Brennan-Tonetta, Y Samuel… - arXiv preprint arXiv …, 2021 - arxiv.org
There has been an increasing interest in and growing need for high performance computing
(HPC), popularly known as supercomputing, in domains such as textual analytics, business …

A data-driven approach to nation-scale building energy modeling

AS Berres, BC Bass, MB Adams… - … Conference on Big …, 2021 - ieeexplore.ieee.org
In 2019, 125 million US residential and commercial buildings consumed $412 billion in
energy bills. These buildings currently consume 40% of the nation's primary energy, 73% of …

Predicting the future is like completing a painting: Towards a novel method for time-series forecasting

N Maaroufi, M Najib, M Bakhouya - IEEE Access, 2021 - ieeexplore.ieee.org
This article is an introductory work towards a larger research framework relative to Scientific
Prediction. It is a mixed between science and philosophy of science, therefore we can talk …

Towards chapel-based exascale tree search algorithms: dealing with multiple GPU accelerators

T Carneiro, N Melab, A Hayashi, V Sarkar - HPCS 2020-The 18th …, 2021 - hal.science
Tree-based search algorithms applied to combinatorial optimization problems are highly
irregular and time consuming when it comes to solving big instances. Solving such …

Position paper on high fidelity simulations for coupled processes, multi-physics and chemistry in geological disposal of nuclear waste

SV Churakov, F Claret, A Idiart, D Jacques… - Environmental Earth …, 2024 - Springer
This opinion paper describes the major coupled T (Thermal)-H (Hydro)-M (Mechanical)-C
(Chemical) processes in geological repository systems and the frontier of related model …