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Machine learning (ML) has emerged as a pervasive tool in science, engineering, and beyond. Its success has also led to several synergies with molecular dynamics (MD) simulations, which we use to identify and characterize the major…

Biomolecules · Quantitative Biology 2022-05-09 Christopher Kolloff , Simon Olsson

Computer simulations that demonstrate the valueof novel approaches are crucial to developing more flexibleand robust power systems operations with high penetrations ofrenewable energy at multiple geographic and temporal scales.However,…

Systems and Control · Electrical Eng. & Systems 2020-09-01 Jose Daniel Lara , Jonathan T. Lee , Duncan Callaway , Bri-Mathias Hodge

We use molecular dynamic to simulate the directional growth of binary mixtures. our results compare very well with analitical and experimental results. This opens up the possibility to probe growth situations which are difficult to reach…

Statistical Mechanics · Physics 2007-05-23 B. V. Costa , P. Z. Coura , O. N. Mesquita

Coupling a quantum many-body system to an external environment dramatically changes its dynamics and offers novel possibilities not found in closed systems. Of special interest are the properties of the steady state of such open quantum…

Quantum Physics · Physics 2021-03-30 Hendrik Weimer , Augustine Kshetrimayum , Román Orús

This article proposes a universal simulation platform for simulating systems undergoing duress. In other words, this paper introduces a total simulation package which includes a number of methods of simulating the flexibility of a given…

Optimization and Control · Mathematics 2017-10-20 Vu Hoang Minh , Tajwar Abrar Aleef , Usama Pervaiz , Yeman Brhane Hagos , Saed Khawaldeh

Physics students now have access to interactive molecular dynamics simulations that can model and animate the motions of hundreds of particles, such as noble gas atoms, that attract each other weakly at short distances but repel strongly…

Physics Education · Physics 2015-02-27 Daniel V. Schroeder

Process simulation is gaining attention for its ability to assess potential performance improvements and risks associated with business process changes. The existing literature presents various techniques, generally grounded in process…

Artificial Intelligence · Computer Science 2024-06-26 Rafael S. Oyamada , Gabriel M. Tavares , Sylvio Barbon Junior , Paolo Ceravolo

Simflowny is an open platform which automatically generates parallel code of scientific dynamical models for different simulation frameworks. Here we present major upgrades on this software to support an extended set of families of models,…

Mathematical Software · Computer Science 2018-07-04 A. Arbona , B. Miñano , A. Rigo , C. Bona , C. Palenzuela , A. Artigues , C. Bona-Casas , J. Massó

This letter illustrates the opinion of the molecular dynamics (MD) community on the need to adopt a new FAIR paradigm for the use of molecular simulations. It highlights the necessity of a collaborative effort to create, establish, and…

Biomolecules · Quantitative Biology 2025-04-04 Rommie Amaro , Johan Åqvist , Ivet Bahar , Federica Battistini , Adam Bellaiche , Daniel Beltran , Philip C. Biggin , Massimiliano Bonomi , Gregory R. Bowman , Richard Bryce , Giovanni Bussi , Paolo Carloni , David Case , Andrea Cavalli , Chie-En A. Chang , Thomas E. Cheatham , Margaret S. Cheung , Cris Chipot , Lillian T. Chong , Preeti Choudhary , Gerardo Andres Cisneros , Cecilia Clementi , Rosana Collepardo-Guevara , Peter Coveney , Roberto Covino , T. Daniel Crawford , Matteo Dal Peraro , Bert de Groot , Lucie Delemotte , Marco De Vivo , Jonathan Essex , Franca Fraternali , Jiali Gao , Josep Lluís Gelpí , Francesco Luigi Gervasio , Fernando Danilo Gonzalez-Nilo , Helmut Grubmüller , Marina Guenza , Horacio V. Guzman , Sarah Harris , Teresa Head-Gordon , Rigoberto Hernandez , Adam Hospital , Niu Huang , Xuhui Huang , Gerhard Hummer , Javier Iglesias-Fernández , Jan H. Jensen , Shantenu Jha , Wanting Jiao , William L. Jorgensen , Shina Caroline Lynn Kamerlin , Syma Khalid , Charles Laughton , Michael Levitt , Vittorio Limongelli , Erik Lindahl , Kresten Lindorff-Larsen , Sharon Loverde , Magnus Lundborg , Yun Lyna Luo , Francisco Javier Luque , Charlotte I. Lynch , Alexander MacKerell , Alessandra Magistrato , Siewert J. Marrink , Hugh Martin , J. Andrew McCammon , Kenneth Merz , Vicent Moliner , Adrian Mulholland , Sohail Murad , Athi N. Naganathan , Shikha Nangia , Frank Noe , Agnes Noy , Julianna Oláh , Megan O'Mara , Mary Jo Ondrechen , José N. Onuchic , Alexey Onufriev , Silvia Osuna , Anna R. Panchenko , Sergio Pantano , Carol Parish , Michele Parrinello , Alberto Perez , Tomas Perez-Acle , Juan R. Perilla , B. Montgomery Pettitt , Adriana Pietropalo , Jean-Philip Piquemal , Adolfo Poma , Matej Praprotnik , Maria J. Ramos , Pengyu Ren , Nathalie Reuter , Adrian Roitberg , Edina Rosta , Carme Rovira , Benoit Roux , Ursula Röthlisberger , Karissa Y. Sanbonmatsu , Tamar Schlick , Alexey K. Shaytan , Carlos Simmerling , Jeremy C. Smith , Yuji Sugita , Katarzyna Świderek , Makoto Taiji , Peng Tao , D. Peter Tieleman , Irina G. Tikhonova , Julian Tirado-Rives , Inaki Tunón , Marc W. Van Der Kamp , David Van der Spoel , Sameer Velankar , Gregory A. Voth , Rebecca Wade , Ariel Warshel , Valerie Vaissier Welborn , Stacey Wetmore , Travis J. Wheeler , Chung F. Wong , Lee-Wei Yang , Martin Zacharias , Modesto Orozco

Many real-world dynamic systems, both natural and artificial, are understood to be performing computations. For artificial dynamic systems, explicitly designed to perform computation - such as digital computers - by construction, we can…

Computational Physics · Physics 2026-02-24 David H. Wolpert , Jan Korbel

Advances in molecular technologies underlie an enormous growth in the size of data sets pertaining to biology and biomedicine. These advances parallel those in the deep learning subfield of machine learning. Components in the differentiable…

Quantitative Methods · Quantitative Biology 2024-06-14 Alex Jihun Lee , Reza Abbasi-Asl

So far proposed quantum computers use fragile and environmentally sensitive natural quantum systems. Here we explore the new notion that synthetic quantum systems suitable for quantum computation may be fabricated from smart nanostructures…

General Physics · Physics 2009-11-07 Reginald T. Cahill

Scientific applications produce a huge amount of data, which imposes serious management and analysis challenges. In particular, limitations in current database management systems prevent their adoption in simulation applications, in which…

Databases · Computer Science 2019-03-18 Hermano Lustosa , Fabio Porto

Recent advances in both theory and computational power have created opportunities to simulate biomolecular processes more efficiently using adaptive ensemble simulations. Ensemble simulations are now widely used to compute a number of…

Quantitative Methods · Quantitative Biology 2018-09-27 Peter M. Kasson , Shantenu Jha

We describe software and a language for quasibiological computations. Its theoretical basis is a unified theory of complex (adaptive) systems where all laws are regularities of relations between things or agents, and dynamics is made from…

Computational Physics · Physics 2007-05-23 Gerhard Mack , Jan Wuerthner

There are many problems in biochemistry that are difficult to study experimentally. Simulation methods are appealing due to direct availability of atomic coordinates as a function of time. However, direct molecular simulations are…

Biomolecules · Quantitative Biology 2023-05-24 Malin Luking , David van der Spoel , Johan Elf , Gareth A. Tribello

As metabolomics datasets are becoming larger and more complex, there is an increasing need for model-based data integration and analysis to optimally leverage these data. Dynamical models of metabolism allow for the integration of…

Quantitative Methods · Quantitative Biology 2023-11-29 Polina Lakrisenko , Daniel Weindl

This paper describes a simulator of ultrasound-guided prostate biopsies for cancer diagnosis. When performing biopsy series, the clinician has to move the ultrasound probe and to mentally integrate the real-time bi-dimensional images into a…

Robotics · Computer Science 2009-02-10 Stefano Sclaverano , Grégoire Chevreau , Lucile Vadcard , Pierre Mozer , Jocelyne Troccaz

Monte Carlo simulation is an essential component of experimental particle physics in all the phases of its life-cycle: the investigation of the physics reach of detector concepts, the design of facilities and detectors, the development and…

Computational Physics · Physics 2012-08-02 Maria Grazia Pia , Georg Weidenspointner

A model for artificial evolution in native x86 Windows systems has been developed at the end of 2010. In this text, further improvements and additional analogies to natural microbiologic processes are presented. Several experiments indicate…

Neural and Evolutionary Computing · Computer Science 2011-08-09 Thomas Sperl