Zobrazeno 1 - 10
of 3 283
pro vyhledávání: '"P. Tomczak"'
Autor:
Tomczak, Jakub M.
Large Language Models (LLMs) have revolutionized AI systems by enabling communication with machines using natural language. Recent developments in Generative AI (GenAI) like Vision-Language Models (GPT-4V) and Gemini have shown great promise in using
Externí odkaz:
http://arxiv.org/abs/2407.11001
Experimental studies have found unusual transport properties in Ce$_3$Bi$_4$Pd$_3$ which are potentially a consequence of the interplay between band-structure topology and electronic correlations. Based on these measurements, the existence of Weyl po
Externí odkaz:
http://arxiv.org/abs/2404.17425
Optimizing deep neural networks is one of the main tasks in successful deep learning. Current state-of-the-art optimizers are adaptive gradient-based optimization methods such as Adam. Recently, there has been an increasing interest in formulating gr
Externí odkaz:
http://arxiv.org/abs/2404.06549
De novo drug design requires simultaneously generating novel molecules outside of training data and predicting their target properties, making it a hard task for generative models. To address this, we propose Joint Transformer that combines a Transfo
Externí odkaz:
http://arxiv.org/abs/2310.02066
Running large-scale computer codes for huge fluid flow problems requires not only large supercomputers but also efficient and well-optimized computer codes that save the resources of those supercomputers. This paper evaluates the high-performance imp
Externí odkaz:
http://arxiv.org/abs/2312.14742
Autor:
Worm, Paul, Wang, Qisi, Kitatani, Motoharu, Biało, Izabela, Gao, Qiang, Ren, Xiaolin, Choi, Jaewon, Csontosová, Diana, Zhou, Ke-Jin, Zhou, Xingjiang, Zhu, Zhihai, Si, Liang, Chang, Johan, Tomczak, Jan M., Held, Karsten
Infinite-layer nickelates show high-temperature superconductivity, and the experimental phase diagram agrees well with the one simulated within the dynamical vertex approximation (D$\Gamma$A). Here, we compare the spin-fluctuation spectrum behind the
Externí odkaz:
http://arxiv.org/abs/2312.08260
Publikováno v:
Nature Communications 5, 3952 (2024)
High-temperature unconventional superconductivity quite generically emerges from doping a strongly correlated parent compound, often (close to) an antiferromagnetic insulator. The recently developed dynamical vertex approximation is a state-of-the-ar
Externí odkaz:
http://arxiv.org/abs/2311.06195
Autor:
Engelmann, Jan P., Palma, Alessandro, Tomczak, Jakub M., Theis, Fabian J., Casale, Francesco Paolo
Predicting patient features from single-cell data can help identify cellular states implicated in health and disease. Linear models and average cell type expressions are typically favored for this task for their efficiency and robustness, but they ov
Externí odkaz:
http://arxiv.org/abs/2311.02455
Publikováno v:
J. Phys. A: Math. Theor. 56 455307 (2023)
We present an algorithm for the determination of the local symmetry group for arbitrary k-points in 3D Brillouin zones. First, we test our implementation against tabulated results available for standard high-symmetry points (given by universal fracti
Externí odkaz:
http://arxiv.org/abs/2310.13568
The main question this paper addresses is: What combination of a robot controller and a learning method should be used, if the morphology of the learning robot is not known in advance? Our interest is rooted in the context of morphologically evolving
Externí odkaz:
http://arxiv.org/abs/2309.13908