Darwinian Neurodynamics

Despite eminent and numerous attempts to understand complex thinking, insight problem solving and language acquisition, one is left with the feeling that an essential component of these processes is being overlooked. This project offers and elaborates the Neural Replicator Hypothesis (NRH) stating that this missing ingredient is true Darwinian neurodynamics of replicators within the brain itself. Previous related approaches have been either sketchy, metaphorical, merely philosophical, or have used selection but not replication. INSIGHT is based on, and will refine, plausible neurobiological foundations of neuronal replicators despite the fact that neurons do not reproduce. It will show that Darwinian neurodynamics offers a credible and efficient algorithm for approximate Bayesian inference in the brain.

Publications

Electron density learning of non-covalent systems

A. Fabrizio; A. Grisafi; B. Meyer; M. Ceriotti; A-C. Corminboeuf 

Chemical Science

2019

Vol. 10 , num. 41, p. 9424-9432.

DOI : 10.1039/C9SC02696G

On flow duration curve modelling in Alpine catchments

A. C. Pereira Barbosa Santos / Director(s) : A. Rinaldo; M. M. Portela Correia dos Santos Ramos da Silva 

Lausanne: EPFL

2019

p. 185.

DOI : 10.5075/epfl-thesis-9687

Quantum mechanical static dipole polarizabilities in the QM7b and AlphaML showcase databases

Y. Yang; K. U. Lao; D. M. Wilkins; A. Grisafi; M. Ceriotti et al. 

Scientific Data

2019

Vol. 6 , num. 1.

DOI : 10.1038/s41597-019-0157-8

Accurate molecular polarizabilities with coupled cluster theory and machine learning

D. M. Wilkins; A. Grisafi; Y. Yang; K. U. Lao; R. A. DiStasio et al. 

Proceedings of the National Academy of Sciences

2019

Vol. 116 , num. 9, p. 3401-3406.

DOI : 10.1073/pnas.1816132116

Transferable Machine-Learning Model of the Electron Density

A. Grisafi; A. Fabrizio; B. Meyer; D. M. Wilkins; A-C. Corminboeuf et al. 

ACS Central Science

2019

Vol. 5 , num. 1, p. 57-64.

DOI : 10.1021/acscentsci.8b00551

Unfolding the action mode of light and homogeneous vs. heterogeneous photo-Fenton in bacteria disinfection and concurrent elimination of micropollutants in urban wastewater, mediated by iron oxides in Raceway Pond Reactors

I. de la Obra Jiménez; S. Giannakis; D. Grandjean; F. Breider; G. Grunauer et al. 

Applied Catalysis B: Environmental

2019-10-13

DOI : 10.1016/j.apcatb.2019.118158

Response of N2O production rate to ocean acidification in the western North Pacific

F. Breider; C. Yoshikawa; A. Makabe; S. Toyoda; M. Wakita et al. 

Nature Climate Change

2019-11-11

DOI : 10.1038/s41558-019-0605-7

Learning Feature Maps of the Koopman Operator: A Subspace Viewpoint

Y. Lian; C. Jones 

[Proceedings of the 2019 IEEE Conference on Decision and Control (CDC)]

2019-12-11

The 58th IEEE Conference on Decision and Control, Nice, France, December 11th-13th 2019.

Microbial communities associated with uranium in-situ recovery mining process are related to acid mine drainage assemblages

T. Coral; M. Descostes; H. De Boissezon; R. Bernier-Latmani; L. F. De Alencastro et al. 

Science of the total environment

2018-07-01

Vol. 628-629 , p. 26-35.

DOI : 10.1016/j.scitotenv.2018.01.321

Kinetic and mechanistic aspects of selenite oxidation by chlorine, bromine, monochloramine, ozone, permanganate, and hydrogen peroxide

S. Liu; E. Salhi; W. Huang; K. Diao; U. von Gunten 

Water Research

2019-11-01

Vol. 164 , p. 114876.

DOI : 10.1016/j.watres.2019.114876

Four-Arm Manipulation via Feet Interfaces

J. Hernandez Sanchez; W. Amanhoud; A. B. Haget; H. Bleuler; A. Billard et al. 

2019-09-11

Fall Symposium Series of the Association for Advancement of Artificial Intelligence, Arlington, Virginia, USA, November 7-9, 2019.

Table ronde: “Faisabilité et témoignages sur les formes de gratuité””

V. Kaufmann 

Grenoble, 15 novembre 2019.

Overlapping spatial clusters of sugar-sweetened beverage intake and body mass index in Geneva state, Switzerland

S. Joost; D. De Ridder; P. Marques-Vidal; B. Bacchilega; J-M. Theler et al. 

Nutrition & Diabetes

2019-11-14

Vol. 9 , num. 1, p. 1-10.

DOI : 10.1038/s41387-019-0102-0

Ville éphémère : la Fête des Vignerons aujourd’hui et demain

F. Graezer Bideau; L. Ortelli 

Ecosystème de Lavaux. Lavaux Patrimoine mondial, Grandvaux, Suisse, November 5, 2019.

Design and Optimization of a Low Power and Fast Response Viscometer Used for Determination of the Natural Gas Wobbe Index

M. Shaker; E. Sundfor; G. Farine; C. Slater; P-A. Farine et al. 

IEEE Sensors Journal

2019-07-12

Vol. 19 , num. 23, p. 10999-11006.

DOI : 10.1109/JSEN.2019.2928479

Unveiling the electronic transformations in the semi-metallic correlated-electron transitional oxide Mo8O23

V. Nasretdinova; Y. A. Gerasimenko; J. Mravlje; G. Gatti; P. Sutar et al. 

Scientific Reports

2019-11-04

Vol. 9 , p. 15959.

DOI : 10.1038/s41598-019-52231-4

ActiveAx(ADD): Toward non-parametric and orientationally invariant axon diameter distribution mapping using PGSE

D. Romascano; M. Barakovic; J. Rafael-Patino; T. B. Dyrby; J-P. Thiran et al. 

Magnetic Resonance In Medicine

2019-11-05

DOI : 10.1002/mrm.28053

Exploring The Borderlands Of The Gathering Problem

S. Schmid; E. M. El Mhamdi; R. Guerraoui; A. Maurer; V. Tempez 

Bulletin of The European Association for Theoretical Computer Science

2019-10-01

num. 129, p. 121-167.

From Patients to Platelets and Back Again: Pharmacological Approaches to Glycoprotein VI, a Thrilling Antithrombotic Target with Minor Bleeding Risks

A. M. Lima; A. C. M. Cavaco; R. A. Fraga-Silva; J. A. Eble; N. Stergiopulos 

Thrombosis And Haemostasis

2019-11-01

Vol. 119 , num. 11, p. 1720-1739.

DOI : 10.1055/s-0039-1695770

A coarse-mesh methodology for modelling of single-phase thermal-hydraulics of ESFR innovative assembly design

S. Radman; C. Fiorina; K. Mikityuk; A. Pautz 

Nuclear Engineering And Design

2019-12-15

Vol. 355 , p. UNSP 110291.

DOI : 10.1016/j.nucengdes.2019.110291

A Simple Theoretical Model of Importance for Summarization

M. Peyrard 

57th Annual Meeting of the Association for Computational Linguistics (Acl 2019)

2019-01-01

57th Annual Meeting of the Association-for-Computational-Linguistics (ACL), Florence, ITALY, Jul 28-Aug 02, 2019.

p. 1059-1073

Stress mitigation for adhesively bonded photovoltaics with fibre reinforced polymer composites in load carrying applications

Y. Dai; Y. Bai; T. Keller 

Composites Part B-Engineering

2019-11-15

Vol. 177 , p. UNSP 107420.

DOI : 10.1016/j.compositesb.2019.107420

A Grammar of Muqarnas: Drawings of the Alhambra by Jones and Goury (1834-1845)

A. Gamiz Gordo; I. F. Perez-Blanco 

VLC Arquitectura-Research Journal

2019-10-01

Vol. 6 , num. 2, p. 57-87.

DOI : 10.4995/vlc.2019.10947

Getting the Right Grip? How Understanding Electrophile Selectivity Profiles Could Illuminate Our Understanding of Redox Signaling

M. J. C. Long; L. Wang; Y. Aye 

Antioxidants & Redox Signaling

2019-11-04

DOI : 10.1089/ars.2019.7894

Studying Summarization Evaluation Metrics in the Appropriate Scoring Range

M. Peyrard 

57Th Annual Meeting Of The Association For Computational Linguistics (Acl 2019)

2019-01-01

57th Annual Meeting of the Association-for-Computational-Linguistics (ACL), Florence, ITALY, Jul 28-Aug 02, 2019.

p. 5093-5100

Temperature, virus type and microbial species influence the control of waterborne human viruses by indigenous bacteria and protists

M. Olive; C. Gan; A. Carratalà; T. Kohn 

Applied and Environmental Microbiology

2019-11-15

DOI : 10.1128/AEM.01992-19

Collecter ou normaliser la technique ? Le Conservatoire des arts et métiers et les brevets d’invention

J. Baudry 

Artefact. Techniques, histoire et sciences humaines

2019-10-31

num. 10, p. 11-29.

Exploring Lightweight Efficiency of Forkaes

F. Balli; S. Banik 

[Progress in Cryptology – INDOCRYPT 2019]

2019

Indocrypt 2019 – The 20th International Conference on Cryptology, Hyderabad, India, 15-18 December 2019.

Design and characterization of variable stiffness structural joints

Q. Wang; G. Senatore; K. Jansen; A. Habraken; P. Teuffel 

Materials & Design

2019-11-18

p. 108353.

DOI : 10.1016/j.matdes.2019.108353

Thermal stress analysis of energy piles

C. Garbellini; L. Laloui 

Géotechnique

2019

DOI : 10.1680/jgeot.19.p.208

The role of thermal loads in the performance-based design of energy piles

A. F. Rotta Loria; M. Bocco; C. Garbellini; A. Muttoni; L. Laloui 

Geomechanics for Energy and the Environment

2019

p. 100153.

DOI : 10.1016/j.gete.2019.100153

Infrared absorption spectroscopy

R. Adato; H. Altug 

Patent number(s) :

  • US2016018263

2016

Endoluminal nerve modulation device and methods for using thereof

G. Petitpierre; P. Renaud 

Patent number(s) :

  • JP2019516512 (A)
  • EP3463554 (A1)
  • CN109475734 (A)
  • AU2017271145 (A1)
  • CA3025238 (A1)
  • WO2017203380 (A1)

2017

Electroadhesive device, system and method for gripping

J. Shintake; S. Rosset; B. Schubert; D. Floreano; H. Shea 

Patent number(s) :

  • US2019047157 (A1)
  • WO2017145103 (A1)

2017

System and method for dispatching an operation of a distribution feeder with heterogeneous prosumers

F. Sossan; E. Namor; M. Paolone 

Patent number(s) :

  • US2017371306 (A1)

2017

Compound for uses in optical and electrooptical devices

G. Sforazzini 

Patent number(s) :

  • US2017369508 (A1)

2017

System for active skull replacement for brain interface and method of using the same

Silay Kanber Mithat; Yilmaz Gürkan; Dehollain Catherine 

Patent number(s) :

  • US2017368330 (A1)

2017

Csma/ca in time and frequency domains

J. Herzen; P. Thiran; A. Banchs; V. Shneer 

Patent number(s) :

  • US2017347377 (A1)

2017

Microwave to optical conversion device and method for converting a microwave photon to an optical photon

Kippenberg Tobias; C. C. Javerzac-Galy 

Patent number(s) :

  • US2017248832 (A1)

2017

Electrically isolated and corrosion-resistant micropile or tie

G. Rezzonico; A. Muttoni; F. Lurati; M. Fernández Ruiz 

Patent number(s) :

  • EP3420143 (A1)
  • WO2017144941 (A1)

2017

Synergies entre la production hydroélectrique et la protection contre les crues : cas d’étude de la Sihl en Suisse

G. Kayser; F. Zeimetz; P. Manso; A. Schleiss; F. Jordan 

La Houille Blanche

2019-11-13

Vol. 74 , num. 3-4, p. 102-115.

DOI : 10.1051/lhb/2019028

Effect of debris damming on wave-induced hydrodynamic loads against free-standing buildings with openings

D. Wüthrich; C. Ylla Arbós; M. Pfister; A. J. Schleiss 

Journal of Waterway, Port, Coastal, and Ocean Engineering

2020

Vol. 146 , num. 1, p. 04019036.

DOI : 10.1061/(ASCE)WW.1943-5460.0000541

H-terminated polycrystalline diamond p-channel transistors on GaN-on-Silicon

R. Soleimanzadeh; M. Naamoun; R. A. Khadar; R. van Erp; E. Matioli 

IEEE Electron Device Letters

2019-11-13

p. 1-1.

DOI : 10.1109/LED.2019.2953245

Yttrium Tantalum Oxynitride Multiphases as Photoanodes for Water Oxidation

W. Si; Z. P. Tehrani; F. Haydous; N. Marzari; I. E. Castelli et al. 

Journal Of Physical Chemistry C

2019-10-31

Vol. 123 , num. 43, p. 26211-26217.

DOI : 10.1021/acs.jpcc.9b05590

A Modular, Direct Time-of-Flight Depth Sensor in 45/65-nm 3-D-Stacked CMOS Technology

A. R. Ximenes; P. Padmanabhan; M-J. Lee; Y. Yamashita; D-N. Yaung et al. 

IEEE Journal of Solid-State Circuits

2019-11-01

Vol. 54 , num. 11, p. 3203-3214.

DOI : 10.1109/JSSC.2019.2938412

Trellises of Molecular Oxygen on Anatase TiO2(101)

C. Dette; M. A. Perez-Osorio; S. Mangel; F. Giustino; S. J. Jung et al. 

Journal of Physical Chemistry C

2019-10-31

Vol. 123 , num. 43, p. 26170-26177.

DOI : 10.1021/acs.jpcc.9b04314

Competition between intermediate plaquette phases in SrCu2(BO3)(2) under pressure

C. Boos; S. P. G. Crone; I. A. Niesen; P. Corboz; K. P. Schmidt et al. 

Physical Review B

2019-10-30

Vol. 100 , num. 14, p. 140413.

DOI : 10.1103/PhysRevB.100.140413

Optimal placement of inertia and primary control in high voltage power grids

P. Jacquod; L. Pagnier 

2019 53Rd Annual Conference On Information Sciences And Systems (Ciss)

2019-01-01

53rd Annual Conference on Information Sciences and Systems (CISS), Baltimore, MD, Mar 20-22, 2019.

A New Coding Paradigm for the Primitive Relay Channel

M. Mondelli; S. H. Hassani; R. Urbanke 

Algorithms

2019-10-01

Vol. 12 , num. 10, p. 218.

DOI : 10.3390/a12100218

On Problem Formulation, Efficient Modeling and Deep Neural Networks for High-Quality Ultrasound Imaging

D. Perdios; A. Besson; F. Martinez; M. Vonlanthen; M. Arditi et al. 

2019 53Rd Annual Conference On Information Sciences And Systems (Ciss)

2019-01-01

53rd Annual Conference on Information Sciences and Systems (CISS), Baltimore, MD, Mar 20-22, 2019.

A saddle point approach to an optimal boundary control problem for steady Navier-Stokes equations

A. Manzoni; A. Quarteroni; S. Salsa 

Mathematics In Engineering

2019-01-01

Vol. 1 , num. 2, p. 252-280.

DOI : 10.3934/mine.2019.2.252

A monolithic algorithm for the simulation of cardiac electromechanics in the human left ventricle

A. Gerbi; L. Dede; A. Quarteroni 

Mathematics In Engineering

2018-01-01

Vol. 1 , num. 1, p. 1-37.

DOI : 10.3934/Mine.2018.1.1

Extended Formulations from Communication Protocols in Output-Efficient Time

M. Aprile; Y. Faenza 

Integer Programming And Combinatorial Optimization, Ipco 2019

2019-01-01

20th International Conference on Integer Programming and Combinatorial Optimization (IPCO), Ann Arbor, MI, May 22-24, 2019.

p. 43-56

DOI : 10.1007/978-3-030-17953-3_4

Urban Planning Against Poverty. How to Think and Do Better Cities in the Global South

J-C. Bolay 

Springer International Publishing, 2019-11-14.

ISBN : 978-3-030-28418-3

DOI : 10.1007/978-3-030-28419-0

Comparing habitats. Reframing comparison in the “post – disciplinary” era

E. Cogato Lanza; M. Barcelloni Corte; F. Graezer Bideau 

Comparing habitats: Reframing comparison in the “Post-disciplinary” era; Lausanne: Contour journal for interdisciplinary research in architecture, design and planning, 2019-09-12.

DOI : 10.6666/contour.v0i4.98

Comparing habitats: Reframing comparison in the “Post-disciplinary” era

E. Cogato Lanza; M. Barcelloni Corte; F. Graezer Bideau 

Lausanne: Contour journal for interdisciplinary research in architecture, design and planning, 2019-09-12.

Wastewater management towards a sustainable futureDairy production: a study case

R. Amorim Leandro De Castro Amoedo; A. S. Wallerand; H. E. Bütün; I. D. Kantor; F. Maréchal 

Proceedings of the 32nd International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems – ECOS 2019

2019

THE 32ND INTERNATIONAL CONFERENCE ON EFFICIENCY, COST, OPTIMIZATION, SIMULATION AND ENVIRONMENTAL IMPACT OF ENERGY SYSTEMS, Wrocław, Poland, June 23-28, 2019, Wroclaw, Poland, June 2019.

p. 565-594

Physical Side-Channel Attacks and Covert Communication on FPGAs: A Survey

S. S. Mirzargar; M. Stojilovic 

Proceedings of the 2019 29th International Conference on Field Programmable Logic and Applications (FPL)

2019-09-08

29th International Conference on Field Programmable Logic and Applications (FPL), Barcelona, Spain, September 9 – 13, 2019.

DOI : 10.1109/FPL.2019.00039

Participation-effect pathways in transdisciplinary sustainability research: An empirical analysis of researchers’ and practitioners’ perceptions using a systems approach

L. Fritz; T. Schilling; C. R. Binder 

Environmental Science and Policy

2019

Vol. 102 , p. 65-77.

DOI : 10.1016/j.envsci.2019.08.010

Field grading in multilayer elastomer actuator

M. Almanza; J. Chavanne; Y. Civet; Y. Perriard 

Patent number(s) :

  • CH20190001382

2019-11-01

Probing the reconstructed Fermi surface of antiferromagnetic BaFe2As2 in one domain

M. D. Watson; P. Dudin; L. C. Rhodes; D. Evtushinsky; H. Iwasawa et al. 

Npj Quantum Materials

2019-07-16

Vol. 4 , p. 36.

DOI : 10.1038/s41535-019-0174-z

Inferring and validating mechanistic models of neural microcircuits based on spike-train data

J. Ladenbauer; S. McKenzie; D. F. English; O. Hagens; S. Ostojic 

Nature Communications

2019-10-30

Vol. 10 , p. 4933.

DOI : 10.1038/s41467-019-12572-0

Building the Arrow of Time … Over Time: A Sequence of Brain Activity Mapping Imagined Events in Time and Space

B. Gauthier; K. Pestke; V. van Wassenhove 

Cerebral Cortex

2019-10-01

Vol. 29 , num. 10, p. 4398-4414.

DOI : 10.1093/cercor/bhy320

Supercritical water anomalies in the vicinity of the Widom line

K. Karalis; C. Ludwig; B. Niceno 

Scientific Reports

2019-10-31

Vol. 9 , p. 15731.

DOI : 10.1038/s41598-019-51843-0

It is not either or: An initial investigation into combining collaborative and individual learning using an ITS

J. K. Olsen; N. Rummel; V. Aleven 

International Journal of Computer-Supported Collaborative Learning

2019-10-31

DOI : 10.1007/s11412-019-09307-0

Active Site-Induced Evolutionary Constraints Follow Fold Polarity Principles in Soluble Globular Enzymes

A. Mayorov; M. Dal Peraro; L. A. Abriata 

Molecular Biology And Evolution

2019-08-01

Vol. 36 , num. 8, p. 1728-1733.

DOI : 10.1093/molbev/msz096

A jamming transition from under- to over-parametrization affects generalization in deep learning

S. Spigler; M. Geiger; S. d’Ascoli; L. Sagun; G. Biroli et al. 

Journal Of Physics A-Mathematical And Theoretical

2019-11-22

Vol. 52 , num. 47, p. 474001.

DOI : 10.1088/1751-8121/ab4c8b

Entropy production in master equations and Fokker?Planck equations: facing the coarse-graining and recovering the information loss

D. M. Busiello; A. Maritan 

Journal of Statistical Mechanics-Theory and Experiment

2019-10-01

Vol. 2019 , num. 10, p. 104013.

DOI : 10.1088/1742-5468/ab363e

Improved modelling of a monomorph piezoelectric actuator for linear self-sensing applications

L. Masson; Y. Perriard 

2019 12Th International Symposium On Linear Drives For Industry Applications (Ldia)

2019-01-01

12th International Symposium on Linear Drives for Industry Applications (LDIA), Neuchatel, SWITZERLAND, Jul 01-03, 2019.

Hybrid-Spline Dictionaries for Continuous-Domain Inverse Problems

T. Debarre; S. Aziznejad; M. Unser 

Ieee Transactions On Signal Processing

2019-11-15

Vol. 67 , num. 22, p. 5824-5836.

DOI : 10.1109/TSP.2019.2944754

Design Analysis of a Shape Memory Alloy Bias-Spring Linear Actuator

S. Thomas; M. Almanza; Y. Perriard 

2019 12Th International Symposium On Linear Drives For Industry Applications (Ldia)

2019-01-01

12th International Symposium on Linear Drives for Industry Applications (LDIA), Neuchatel, SWITZERLAND, Jul 01-03, 2019.
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Épilimnion

A. Andrier; M. Rapin 

2019

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Avenue Sainte-Luce 9: la réutilisation de l’existant, fondement d’une nouvelle construction

C. Astaes 

2019

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La perception des grands ensembles.Réhabilitation du quartier de la Levratte (Nyon)

M. Bardelloni; M. Hofer 

2019

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Un habitat communautaire pour les anciens à Samoëns, France

S. Bastianutti 

2019

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Campus Moderna.Reconversion d’une ancienne fabrique d’emballage en bois (Vernayaz, VS)

A. Bavarel 

2019

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Eropolis, palais du sexe et de l’amour

M. Berner; L. Gauchoux 

2019

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Dessinons-leur un lieu à habiter!

L. Berset; T. Wicht 

2019

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Une revalorisation urbaine et paysagère de la cité de Prora (D)

F. Berthier 

2019

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Centre de tri et traitement des châtaignes à Boschetto, Vallemaggia (TI)

N. Bettazza 

2019

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Le paramètre humain

I. Bichelmeier 

2019

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Espace(s) de vie – Un habitat collectif pour la classe ouvrière

M. Bölsterli 

2019

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Cirque /Machine.Circus as a space Machine

R. Bonbon; V. Calame 

2019

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Breadboard.Sauvegarde d’une halle industrielle

B. Bonnard; P. Rodrigues Telo R. 

2019

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Arlecchinata a Porta Volta. La mise en scène du jardin, Milan (I)

L. Bornet 

2019

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Social Palace (Lausanne, VD)

F. Caspary 

2019

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Pont du Nord.Une scène pour la ville (Berne)

T. Cebulla 

2019

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Un projet hybride à Genève.Du logement coopératif sur un dépôt de transport public (Genève)

L. Chabod; N. Hanssens 

2019

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La galerie Bienvenue. Le sauvetage de Paris (F)

G. Chareton 

2019

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L’hyper est mort. Vive l’hyper

I. Cochevelou; L. Vendrami 

2019

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Flaine, ou l’illusion de la ville.Nouveau Forum et logements collectifs à Flaine, Haute-Savoie, France.

J. Contat 

2019

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Transpositions.Génération d’une centralité villageoise: dialogue entre patrimoine et nouvelles constructions, Domdidier (FR)

C. Coucet; M. Krebs 

2019

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Logement pittoresque: entre nature et architecture (Chêne-Bougeries, GE)

T. Coutherez 

2019

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Usine hybride: relocaliser l’usine au sein de la ville (Genève)

O. Cretton 

2019

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“Crash Custine”, ou la traversée d’un îlot Parisien

S. Cristiano 

2019

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Organicité et atemporalité: l’ensemble bâti de Michel Magnin à l’Expo 64.Réhabilitation de l’héritage expérimental de la vallée de la Jeunesse, Lausanne, VD

D. Dandan; A. M’Himdat 

2019

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Et si on habitait au stade? Une reconversion pour la Praille, Genève

V. De Giuli 

2019

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Centre sportif universitaire de Dorigny, Lausanne.Pavillons des sports – reconnexion | franchissement | interaction

F. X. Del Valle; C. Thimonier 

2019

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Nymphée.Spectacle d’un kitsch liquide (Evian, F)

M. Dequaire 

2019

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Plateforme.Espace sportif, incubateur d’idées, belvédère public

G. Devaud 

2019