Publications associées à PLUMED Tutorials: A collaborative, community-driven learning ecosystem

Publications associées (10)

Liberating Libraries through Automated Fuzz Driver Generation: Striking a Balance without Consumer Code

Zurab Tsinadze, Mathias Josef Payer, Flavio Toffalini, Nicolas Daniel Badoux

Fuzz testing a software library requires developers to write fuzz drivers, specialized programs exercising the library. Given a driver, fuzzers generate interesting inputs that trigger the library’s bugs. Writing fuzz drivers manually is a cumbersome proce ...

Association for Computing Machinery (ACM)2025

Personalized environmental control systems (PECS): A systematic review of performance evaluation methods for thermal comfort, air quality and energy

Dolaana Khovalyg, Andrew James Sonta, Matteo Favero

Personalized Environmental Control Systems (PECS) can improve both comfort and energy efficiency by shifting indoor climate control toward localized, occupant-tailored comfort, unlike conventional systems that condition entire, partly unoccupied spaces uni ...

2025

From Annular Cavity to Rotor-stator Flow: Nonlinear Dynamics of Axisymmetric Rolls

Artur Gesla

Spatiotemporally complex flows are found at the onset of unsteadiness in (axisymmetric) rotor-stator turbulence in the shape of concentric rolls. The emergence of these rolls is rationalized using a homotopy approach, where the original flow configuration ...

AMER PHYSICAL SOC2025

Advancements and Prospects of Near-infrared-light Driven Co2 Reduction Reaction

Jiaqi Xu

In the realm of photoconversion of CO2 into high-value chemicals, the importance of near-infrared (NIR) light is gradually gaining recognition. Relative to ultraviolet (UV) and visible light, NIR light (700-2500 nm), accounting for ca. 50% of solar energy, ...

Royal Society of Chemistry2025

Modeling and Enhancing Human Knowledge Navigation

Akhil Arora

Homo sapiens (Latin: "wise human") is a born knowledge seeker. While modern AI-powered search engines have revolutionized knowledge-seeking by responding to our queries in a manner that resembles natural conversation, systems that understand our knowledge- ...

EPFL2024

Assessment of fine-tuned large language models for real-world chemistry and material science applications

Berend Smit, Anne-Clémence Corminboeuf, Rubén Laplaza Solanas, Kevin Maik Jablonka, Sauradeep Majumdar, Joren Jozef M. Van Herck, Beatriz Bueno Mouriño, Seyed Amirmohammad Elahi

The current generation of large language models (LLMs) has limited chemical knowledge. Recently, it has been shown that these LLMs can learn and predict chemical properties through fine-tuning. Using natural language to train machine learning models opens ...

ROYAL SOC CHEMISTRY2024

Investigating the Functional Mock-up Interface as a Coupling Framework for the multi-fidelity analysis of nuclear reactors

Andreas Pautz, Alessandro Scolaro, Thomas Arthur Louis Joseph Guilbaud

The FMI is a standard that defines a container and an interface to exchange dynamic simulation models. It has been developed and refined by several actors over the past two decades. This coupling standard allows seamless integrations of independent objects ...

2024

MARTEMIS: Martian Analog Research and Training Experiments on the Moon with International Simulations

Andreas Osterwalder, Léonie Elisabeth Gasteiner

International Astronautical Federation (IAF)2024

Knowledge-Aware Visual Question Generation for Remote Sensing Images

Devis Tuia, Javiera Francisca Castillo Navarro, Li Mi

With the rapid development of remote sensing image archives, asking questions about images has become an effective way of gathering specific information or performing image retrieval. However, automatically generated image-based questions tend to be simpli ...

IEEE2024

Ultrafast structural changes direct the first molecular events of vision

Victoria Kabanova

Vision is initiated by the rhodopsin family of light-sensitive G protein-coupled receptors (GPCRs)(1). A photon is absorbed by the 11-cis retinal chromophore of rhodopsin, which isomerizes within 200 femtoseconds to the all-trans conformation(2), thereby i ...

NATURE PORTFOLIO2023