Publications related to Unilineal evolution

Base and Superstructure: A Vulgar Survey of Western Architecture

The lecture attempted to trace the history of architecture as built ideology. The article follows the steps of Manfredo Tafuri’s famous essay ‘Per un critica dell’ideologia architettonica’, published’ in 1969, in the journal Contropiano, the article unders ...

2023

Uncertainty-aware Flexibility Envelope Prediction in Buildings with Controller-agnostic Battery Models

Colin Neil Jones, Paul Scharnhorst, Rafael Eduardo Carrillo Rangel, Pierre-Jean Alet, Baptiste Schubnel

Buildings are a promising source of flexibility for the application of demand response. In this work, we introduce a novel battery model formulation to capture the state evolution of a single building. Being fully data-driven, the battery model identificat ...

IEEE2023

Base and Superstructure: A Vulgar Survey of Western Architecture

Marson Korbi, Pier Vittorio Aureli

The essay attempt to trace the history of architecture as built ideology. The article follows the steps of Manfredo Tafuri’s famous essay ‘Per un critica dell’ideologia architettonica’, published’ in 1969, in the journal Contropiano, the article understand ...

2023

Graph-based approximate message passing iterations

Raphaël Jean Berthier

Approximate message passing (AMP) algorithms have become an important element of high-dimensional statistical inference, mostly due to their adaptability and concentration properties, the state evolution (SE) equations. This is demonstrated by the growing ...

OXFORD UNIV PRESS2023

Rationalizing Performance Losses of Wide Bandgap Perovskite Solar Cells Evident in Data from the Perovskite Database

Christian Michael Wolff, Tor Jesper Jacobsson

Metal halide perovskites (MHPs) have become a widely studied class of semiconductors for various optoelectronic devices. The possibility to tune their bandgap (E-g) over a broad spectral range from 1.2 eV to 3 eV by compositional engineering makes them par ...

Weinheim2023

WikiArtVectors: Style and Color Representations of Artworks for Cultural Analysis via Information Theoretic Measures

With the increase in massive digitized datasets of cultural artefacts, social and cultural scientists have an unprecedented opportunity for the discovery and expansion of cultural theory. The WikiArt dataset is one such example, with over 250,000 high qual ...

MDPI2022

Multi-layer State Evolution Under Random Convolutional Design

Florent Gérard Krzakala, Lenka Zdeborová

Signal recovery under generative neural network priors has emerged as a promising direction in statistical inference and computational imaging. Theoretical analysis of reconstruction algorithms under generative priors is, however, challenging. For generati ...

2022

Uncertainty-aware Flexibility Envelope Prediction in Buildings with Controller-agnostic Battery Models

Colin Neil Jones, Paul Scharnhorst, Rafael Eduardo Carrillo Rangel, Pierre-Jean Alet, Baptiste Schubnel

Buildings are a promising source of flexibility for the application of demand response. In this work, we introduce a novel battery model formulation to capture the state evolution of a single building. Being fully data-driven, the battery model identificat ...

2022

Planted XY model: Thermodynamics and inference

Lenka Zdeborová, Guanhao Huang, Giovanni Piccioli, Siyu Chen

In this paper we study a fully connected planted spin glass named the planted XY model. Motivation for studying this system comes both from the spin glass field and the one of statistical inference where it models the angular synchronization problem. We d ...

2022

Development of C-C and C-O bond cleavage catalysts for the depolymerization of plastics

Wei-Tse Lee

Chemical recycling of plastics provides more flexibility for materials circulation than landfill disposal or incineration. Intensive research efforts have been devoted to maximizing the efficiency of chemical recycling through catalyst development. The fro ...

EPFL2022

Unilineal evolution

Base and Superstructure: A Vulgar Survey of Western Architecture

Uncertainty-aware Flexibility Envelope Prediction in Buildings with Controller-agnostic Battery Models

Base and Superstructure: A Vulgar Survey of Western Architecture

Graph-based approximate message passing iterations

Rationalizing Performance Losses of Wide Bandgap Perovskite Solar Cells Evident in Data from the Perovskite Database

WikiArtVectors: Style and Color Representations of Artworks for Cultural Analysis via Information Theoretic Measures

Multi-layer State Evolution Under Random Convolutional Design

Uncertainty-aware Flexibility Envelope Prediction in Buildings with Controller-agnostic Battery Models

Planted XY model: Thermodynamics and inference

Development of C-C and C-O bond cleavage catalysts for the depolymerization of plastics

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Uncertainty-aware Flexibility Envelope Prediction in Buildings with Controller-agnostic Battery Models

Uncertainty-aware Flexibility Envelope Prediction in Buildings with Controller-agnostic Battery Models

WikiArtVectors: Style and Color Representations of Artworks for Cultural Analysis via Information Theoretic Measures

Rationalizing Performance Losses of Wide Bandgap Perovskite Solar Cells Evident in Data from the Perovskite Database

Graph-based approximate message passing iterations

Multi-layer State Evolution Under Random Convolutional Design

Base and Superstructure: A Vulgar Survey of Western Architecture

Base and Superstructure: A Vulgar Survey of Western Architecture

Development of C-C and C-O bond cleavage catalysts for the depolymerization of plastics

Planted XY model: Thermodynamics and inference