[LIVRE][B] Algorithms for decision making

MJ Kochenderfer, TA Wheeler, KH Wray - 2022 - books.google.com
A broad introduction to algorithms for decision making under uncertainty, introducing the
underlying mathematical problem formulations and the algorithms for solving them …

Automatic differentiation of programs with discrete randomness

G Arya, M Schauer, F Schäfer… - Advances in Neural …, 2022 - proceedings.neurips.cc
Automatic differentiation (AD), a technique for constructing new programs which compute
the derivative of an original program, has become ubiquitous throughout scientific …

[HTML][HTML] Stochastic optimization for the scheduling of a grid-connected microgrid with a hybrid energy storage system considering multiple uncertainties

FN Budiman, MAM Ramli, AH Milyani… - Energy Reports, 2022 - Elsevier
The deployment of a microgrid with renewable energy sources (RESs) generally considers
two aspects ie, the need for the energy storage and the presence of many uncertainties due …

A practical guide to pseudo-marginal methods for computational inference in systems biology

DJ Warne, RE Baker, MJ Simpson - Journal of theoretical biology, 2020 - Elsevier
For many stochastic models of interest in systems biology, such as those describing
biochemical reaction networks, exact quantification of parameter uncertainty through …

The sugar cube: Network control and emergence in stereoediting reactions

HM Carder, G Occhialini, G Bistoni, C Riplinger… - Science, 2024 - science.org
Stereochemical editing strategies have recently enabled the transformation of readily
accessible substrates into rare and valuable products. Typically, site selectivity is achieved …

Theoretical analysis of exciton wave packet dynamics in polaritonic wires

GJR Aroeira, KT Kairys, RF Ribeiro - The Journal of Physical …, 2023 - ACS Publications
We present a comprehensive study of the exciton wave packet evolution in disordered
lossless polaritonic wires. Our simulations reveal signatures of ballistic, diffusive, and …

Coherent transient exciton transport in disordered polaritonic wires

GJR Aroeira, KT Kairys, RF Ribeiro - Nanophotonics, 2024 - degruyter.com
Excitation energy transport can be significantly enhanced by strong light–matter interactions.
In the present work, we explore intriguing features of coherent transient exciton wave packet …

Accelerated predictive healthcare analytics with pumas, a high performance pharmaceutical modeling and simulation platform

C Rackauckas, Y Ma, A Noack, V Dixit, PK Mogensen… - BioRxiv, 2020 - biorxiv.org
Pharmacometric modeling establishes causal quantitative relationship between
administered dose, tissue exposures, desired and undesired effects and patient's risk …

A unifying modeling abstraction for infinite-dimensional optimization

JL Pulsipher, W Zhang, TJ Hongisto… - Computers & Chemical …, 2022 - Elsevier
Infinite-dimensional optimization (InfiniteOpt) problems involve modeling components
(variables, objectives, and constraints) that are functions defined over infinite-dimensional …

The Hateful Eight: Connecting Massive Substructures in Galaxy Clusters like A2744 to Their Dynamical Assembly State Using the Magneticum Simulations

LC Kimmig, RS Remus, K Dolag… - The Astrophysical …, 2023 - iopscience.iop.org
Substructures are known to be good tracers for the dynamical states and recent accretion
histories of the most massive collapsed structures in the universe, galaxy clusters …