This repository contains implementations of various Monte Carlo simulations—a statistical method for modeling and analyzing systems with random variables. The project demonstrates the power of using ...

!pip -q install --upgrade pip !pip -q install "netket" "flax" "optax" "einops" "tqdm" import os os.environ["XLA_PYTHON_CLIENT_PREALLOCATE"] = "false" import netket as nk import jax import jax.numpy as ...

Happy Pi Day! March 14 is the date that otherwise rational people celebrate this irrational number, because 3/14 contains the first three digits of pi. And hey, pi deserves a day. By definition, it’s ...

Continuous bed motion (CBM) for long–axial-field-of-view PET/CT enables swift total-body examination of patients. However, the sensitivity profile along the axial field of view (AFOV) varies ...

Faculty of Biotechnology, Federal University of Pará, Belém, PA 66075-110, Brazil Laboratory of Neurophysiology Eduardo Oswaldo Cruz, Institute of Biological Science, Federal University of Pará, Belém ...

The approach uses a calibration circuit included in the measurement circuitry, along with careful characterization of the RF paths after the calibration plane to account for the parasitic impedances.

In their folded state, biomolecules exchange between multiple conformational states that are crucial for their function. Traditional structural biology methods, such as X-ray crystallography and ...

Monte-Carlo Tree Search (MCTS) except applied to directed graphs instead of trees, "Monte-Carlo Graph Search" ("MCGS"), is sometimes considered to be pretty tricky to implement in a sound way.

In February 2024, a shipwreck off Tobago caused a significant surface oil spill, highlighting the need for accurate modeling tools to support emergency response. This study applies the OpenOil module ...

The orbital eccentricities of exoplanets orbiting M dwarf stars may significantly affect their habitability but are unknown. We extract this eccentricity distribution using a sample of transiting ...