Concept
Standard library
Related publications (32)
Quantifying the Unknown: Data-Driven Approaches and Applications in Energy Systems
In light of the challenges posed by climate change and the goals of the Paris Agreement, electricity generation is shifting to a more renewable and decentralized pattern, while the operation of systems like buildings is increasingly electrified. This calls ...
EPFL2024espm: A Python library for the simulation of STEM-EDXS datasets
Cécile Hébert, Duncan Thomas Lindsay Alexander, Nathanaël Perraudin, Hui Chen
We present two open-source Python packages: "electron spectro-microscopy"(espm) and "electron microscopy tables"(emtables). The espm software enables the simulation of scanning transmission electron microscopy energy-dispersive X-ray spectroscopy datacubes ...
ELSEVIER2023Bayesian reconstruction of memories stored in neural networks from their connectivity
Florent Gérard Krzakala, Lenka Zdeborová
The advent of comprehensive synaptic wiring diagrams of large neural circuits has created the field of connectomics and given rise to a number of open research questions. One such question is whether it is possible to reconstruct the information stored in ...
2023Multi-Level Monte Carlo Methods for Uncertainty Quantification and Risk-Averse Optimisation
This work aims to study the effects of wind uncertainties in civil engineering structural design. Optimising the design of a structure for safety or operability without factoring in these uncertainties can result in a design that is not robust to these per ...
EPFL2022Continuous-Domain Formulation of Inverse Problems for Composite Sparse-Plus-Smooth Signals
Michaël Unser, Shayan Aziznejad, Thomas Jean Debarre
We present a novel framework for the reconstruction of 1D composite signals assumed to be a mixture of two additive components, one sparse and the other smooth, given a finite number of linear measurements. We formulate the reconstruction problem as a cont ...
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC2021Tamaas: a library for elastic-plastic contact of periodic rough surfaces
Jean-François Molinari, Guillaume Anciaux, Son-Jonathan Pham-Ba, Lucas Henri Galilée Frérot, Valentine Ginette Madeleine Rey
Tamaas: a library for elastic-plastic contact of periodic rough surfaces", published in the Journal of Open Source Softwares describes the free and open-source library Tamaas. More than five years in the making, Tamaas is a high performance C++/Python libr ...
2020Ductility reduction factor formulations for seismic design of RC wall and frame structures
Seismic design of standard structures is typically founded on a force-based design approach. Over the years this approach has proven robust and easily applicable by design engineers and - in combination with capacity design principles - it provides a good ...
ELSEVIER SCI LTD2019Peta-pico-Voltron: An open-source high voltage power supply
Samuel Rosset, Samuel Schlatter
We present the design (hardware + software) of “Peta-pico-Voltron”, a low-current high voltage power supply for electrostatic actuators. Developed primarily for dielectric elastomer actuators, it offers a low-cost solution to generate user controllable vol ...
2018Quoted Staged Rewriting: A Practical Approach to Library-Defined Optimizations
Christoph Koch, Amir Shaikhha, Lionel Emile Vincent Parreaux
Staging has proved a successful technique for programmatically removing code abstractions, thereby allowing for faster program execution while retaining a high-level interface for the programmer. Unfortunately, techniques based on staging suffer from a num ...
ACM2017Squid: Type-Safe, Hygienic, and Reusable Quasiquotes
Christoph Koch, Amir Shaikhha, Lionel Emile Vincent Parreaux
Quasiquotes have been shown to greatly simplify the task of metaprogramming. This is in part because they hide the data structures of the intermediate representation (IR), instead allowing metaprogrammers to use the concrete syntax of the language they man ...
ACM2017