55 citations
- Novel (United States)US2 papers
- Arizona State UniversityUS1 paper
- Center for InnovationUS1 paper
- Chinese Academy of SciencesCN1 paper
- Consejo Superior de Investigaciones CientíficasES1 paper
- Donostia International Physics CenterES1 paper
- IkerbasqueES1 paper
- Institute of MechanicsBG1 paper
- Laboratoire des Sciences du Numérique de NantesFR1 paper
- Laboratoire des Sciences pour la Conception, l'Optimisation et la ProductionFR1 paper
- Material Physics CenterES1 paper
- McGill UniversityCA1 paper
6 papers
Calibrated e-CUSUM Decoding for Quantized Reasoning Models: Why Token Log-Probability Is the Wrong Observable for Decoding Monitors
El Hassane Ettifouri, Ayoub Belfatmi, Mahaman Sanoussi Yahaya Alassan +1
Low-bit quantization makes small reasoning models inexpensive to deploy but can degrade their chains of thought. This motivates decoder-side monitors that intervene when generation…
Robust single-stage selection problems with budgeted interval uncertainty
Antoine Lhomme, Nadia Brauner, Evgeny Gurevsky +2
We study single-stage decision problems in which a subset of items with minimum total cost has to be selected at once from a given set of items, subject to two costs of each item -…
An evaluation framework for synthetic data generation models
Ioannis E. Livieris, Nikos Alimpertis, George Domalis +1
Nowadays, the use of synthetic data has gained popularity as a cost-efficient strategy for enhancing data augmentation for improving machine learning models performance as well as…
Short-range order and its impacts on the BCC NbMoTaW multi-principal element alloy by the machine-learning potential
Pedro A. Santos-Florez, Shi-Cheng Dai, Yi Yao +5
We employ a machine-learning force field, trained by a neural network (NN) with bispectrum coefficients as descriptors, to investigate the short-range order (SRO) influences on the…
On the Mechanical and Electronic Properties of Thiolated Gold Nanocrystals
K. Smaali, S. Desbief, G. Foti +7
We present a quantitative exploration, combining experiment and simulation, of the mechanical and electronic properties, as well as the modifications induced by an alkylthiolated c…
Atomic-scale pathway of early-stage precipitation in Al-Mg-Si alloys
Vahid Fallah, Andreas Korinek, Nana Ofori-Opoku +4
Strengthening in age-hardenable alloys is mainly achieved through nano-scale precipitates whose formation paths from the atomic-scale, solute-enriched entities are rarely analyzed…