Publications related to Introduction to Geographic Information Systems (part 2)

Understanding teacher design practices for digital inquiry-based science learning: the case of Go-Lab

Denis Gillet, Maria Jesus Rodriguez Triana

Designing and implementing online or digital learning material is a demanding task for teachers. This is even more the case when this material is used for more engaged forms of learning, such as inquiry learning. In this article, we give an informed accoun ...

SPRINGER2021

Seascape genomics reveals candidate molecular targets of heat stress adaptation in three coral species

Stéphane Joost, Oliver Michele Selmoni, Véronique Berteaux-Lecellier

Anomalous heat waves are causing a major decline of hard corals around the world and threatening the persistence of coral reefs. There are, however, reefs that have been exposed to recurrent thermal stress over the years and whose corals appear to have bee ...

WILEY2021

Geometry of the Loss Landscape in Overparameterized Neural Networks: Symmetries and Invariances

Wulfram Gerstner, Clément Hongler, Johanni Michael Brea, Francesco Spadaro, Berfin Simsek, Arthur Jacot

We study how permutation symmetries in overparameterized multi-layer neural networks generate `symmetry-induced' critical points. Assuming a network with

L

layers of minimal widths

r_1^*, \ldots, r_{L-1}^*

reaches a zero-loss minimum at $ r_1^*! \c ...

2021

Rethinking urban health in productive habitats: a One Health approach perspective

Anna Karla De Almeida Milani

Urban planning in the twentieth century has expressed as one of its main objectives its concern for the health of cities. With the advent of the hygiene movement and the decentralization of industry, new urban models and rationalities came into practice, e ...

2021

Geographic footprints of life expectancy inequalities in the state of Geneva, Switzerland

Stéphane Joost, Idris Guessous, David Nicolas De Ridder, Anaïs Laurence Ladoy

Though Switzerland has one of the highest life expectancies in the world, this global indicator may mask significant disparities at a local level. The present study used a spatial cluster detection approach based on individual death records to investigate ...

NATURE PORTFOLIO2021

Fast polynomial inversion for post quantum QC-MDPC cryptography

Dusan Kostic

New post-quantum Key Encapsulation Mechanism (KEM) designs, evaluated as part of the NIST PQC standardization Project, pose challenging tradeoffs between communication bandwidth and computational overheads. Several KEM designs evaluated in Round-2 of the p ...

ACADEMIC PRESS INC ELSEVIER SCIENCE2021

A Robotic Teacher Community to Foster the Integration of Educational Robotics in School

The digital society requires the acquisition of skills related to computer sciences like computational thinking or competences in coding. Also transversal competences like communication, collaboration and creativity are increasingly important. Educational ...

Springer, Cham2021

A General Framework for Optimal Data-Driven Optimization

Daniel Kuhn, Tobias Sutter

We propose a statistically optimal approach to construct data-driven decisions for stochastic optimization problems. Fundamentally, a data-driven decision is simply a function that maps the available training data to a feasible action. It can always be exp ...

2021

A data-driven perspective on the colours of metal-organic frameworks

Berend Smit, Luc Patiny, Seyedmohamad Moosavi, Kevin Maik Jablonka, Mehrdad Asgari, Christopher Patrick Ireland

Colour is at the core of chemistry and has been fascinating humans since ancient times. It is also a key descriptor of optoelectronic properties of materials and is often used to assess the success of a synthesis. However, predicting the colour of a materi ...

2021

LENA: Communication-Efficient Distributed Learning with Self-Triggered Gradient Uploads

Martin Jaggi, Sebastian Urban Stich, Hossein Shokri Ghadikolaei

In distributed optimization, parameter updates from the gradient computing node devices have to be aggregated in every iteration on the orchestrating server. When these updates are sent over an arbitrary commodity network, bandwidth and latency can be limi ...

MICROTOME PUBLISHING2021

Introduction to Geographic Information Systems (part 2)

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Understanding teacher design practices for digital inquiry-based science learning: the case of Go-Lab

Seascape genomics reveals candidate molecular targets of heat stress adaptation in three coral species

Geometry of the Loss Landscape in Overparameterized Neural Networks: Symmetries and Invariances

Rethinking urban health in productive habitats: a One Health approach perspective

Geographic footprints of life expectancy inequalities in the state of Geneva, Switzerland

Fast polynomial inversion for post quantum QC-MDPC cryptography

A Robotic Teacher Community to Foster the Integration of Educational Robotics in School

A General Framework for Optimal Data-Driven Optimization

A data-driven perspective on the colours of metal-organic frameworks

LENA: Communication-Efficient Distributed Learning with Self-Triggered Gradient Uploads

Understanding teacher design practices for digital inquiry-based science learning: the case of Go-Lab

Seascape genomics reveals candidate molecular targets of heat stress adaptation in three coral species

Geographic footprints of life expectancy inequalities in the state of Geneva, Switzerland

A General Framework for Optimal Data-Driven Optimization

Geometry of the Loss Landscape in Overparameterized Neural Networks: Symmetries and Invariances

A Robotic Teacher Community to Foster the Integration of Educational Robotics in School

Rethinking urban health in productive habitats: a One Health approach perspective

A data-driven perspective on the colours of metal-organic frameworks

Fast polynomial inversion for post quantum QC-MDPC cryptography

LENA: Communication-Efficient Distributed Learning with Self-Triggered Gradient Uploads