[HTML][HTML] SciPy 1.0: fundamental algorithms for scientific computing in Python
SciPy is an open-source scientific computing library for the Python programming language.
Since its initial release in 2001, SciPy has become a de facto standard for leveraging …
Since its initial release in 2001, SciPy has become a de facto standard for leveraging …
Computational thermodynamics and its applications
ZK Liu - Acta Materialia, 2020 - Elsevier
Thermodynamics is a science concerning the state of a system, whether it is stable,
metastable or unstable, when interacting with the surroundings. In this overview …
metastable or unstable, when interacting with the surroundings. In this overview …
Palm 2 technical report
We introduce PaLM 2, a new state-of-the-art language model that has better multilingual and
reasoning capabilities and is more compute-efficient than its predecessor PaLM. PaLM 2 is …
reasoning capabilities and is more compute-efficient than its predecessor PaLM. PaLM 2 is …
Solving quantitative reasoning problems with language models
A Lewkowycz, A Andreassen… - Advances in …, 2022 - proceedings.neurips.cc
Abstract Language models have achieved remarkable performance on a wide range of
tasks that require natural language understanding. Nevertheless, state-of-the-art models …
tasks that require natural language understanding. Nevertheless, state-of-the-art models …
[HTML][HTML] The astropy project: sustaining and growing a community-oriented open-source project and the latest major release (v5. 0) of the core package
AM Price-Whelan, PL Lim, N Earl… - The Astrophysical …, 2022 - iopscience.iop.org
The Python programming language is a high-level, interpreted (as opposed to compiled)
programming language that has become an industry standard across many computational …
programming language that has become an industry standard across many computational …
The Astropy Project: sustaining and growing a community-oriented open-source project and the latest major release (v5. 0) of the core package
C Astropy, AM Price-Whelan, PL Lim, N Earl… - Astrophysical …, 2022 - real.mtak.hu
The Astropy Project supports and fosters the development of open-source and openly
developed Python packages that provide commonly needed functionality to the astronomical …
developed Python packages that provide commonly needed functionality to the astronomical …
[HTML][HTML] Modules for experiments in stellar astrophysics (MESA): time-dependent convection, energy conservation, automatic differentiation, and infrastructure
We update the capabilities of the open-knowledge software instrument Modules for
Experiments in Stellar Astrophysics (MESA). The new auto _ diff module implements …
Experiments in Stellar Astrophysics (MESA). The new auto _ diff module implements …
Logic-lm: Empowering large language models with symbolic solvers for faithful logical reasoning
Large Language Models (LLMs) have shown human-like reasoning abilities but still struggle
with complex logical problems. This paper introduces a novel framework, Logic-LM, which …
with complex logical problems. This paper introduces a novel framework, Logic-LM, which …
A toy model of universality: Reverse engineering how networks learn group operations
Universality is a key hypothesis in mechanistic interpretability–that different models learn
similar features and circuits when trained on similar tasks. In this work, we study the …
similar features and circuits when trained on similar tasks. In this work, we study the …
NVIDIA SimNet™: An AI-accelerated multi-physics simulation framework
O Hennigh, S Narasimhan, MA Nabian… - International conference …, 2021 - Springer
We present SimNet, an AI-driven multi-physics simulation framework, to accelerate
simulations across a wide range of disciplines in science and engineering. Compared to …
simulations across a wide range of disciplines in science and engineering. Compared to …