Articles in proceedings 2023
Contribution to a conference proceedings
Short Paper: Accelerating Hyperparameter Optimization Algorithms with Mixed Precision
SC-W 2023: Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis, SC 2023, Denver, CODenver, CO, USA, 12 Nov 2023 - 17 Nov 2023
ACM New York, NY, USA 1776–1779 (2023) [10.1145/3624062.3624259]
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Optimal Resource Allocation for Early Stopping-based Neural Architecture Search Methods
Second International Conference on Automated Machine Learning, PotsdamPotsdam, Germany, 12 Nov 2023 - 15 Nov 2023
PMLR, Proceedings of Machine Learning Research 228, 12/1--17 (2023) [10.34734/FZJ-2024-01461]
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$\mathbf{c_\textbf{SW}}$ at One-Loop Order for Brillouin Fermions
Proceedings of The 39th International Symposium on Lattice Field Theory — PoS(LATTICE2022) - Sissa Medialab Trieste, Italy, 2022. - ISBN - doi:10.22323/1.430.0289
Lattice 2022, Lattice 2022, BonnBonn, Germany, 8 Aug 2022 - 13 Aug 2022
Sissa Medialab Trieste, Italy 289 pp. (2023) [10.22323/1.430.0289]
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AI Super-Resolution: Application to Turbulence and Combustion
Machine Learning and Its Application to Reacting Flows / Swaminathan, Nedunchezhian (Editor) ; Cham : Springer International Publishing, 2023, Chapter 10 ; ISSN: 2195-1284=2195-1292 ; ISBN: 978-3-031-16247-3=978-3-031-16248-0 ; doi:10.1007/978-3-031-16248-0
Cham : Springer International Publishing, Lecture Notes in Energy 44, 279 - 305 (2023) [10.1007/978-3-031-16248-0_10]
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An AI Super-Resolution Method for Subfilter Modeling of Interfacial Flows
11th International Conference on Multiphase Flow, ICMF, KobeKobe, Japan, 2 Apr 2023 - 7 Apr 2023
1-2 (2023)
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AI Super-Resolution Subfilter Modeling for Multi-Physics Flows
Proceedings of the Platform for Advanced Scientific Computing Conference - ACM New York, NY, USA, 2023. - ISBN 9798400701900 - doi:10.1145/3592979.3593414
PASC '23: Platform for Advanced Scientific Computing Conference, DavosDavos, Switzerland, 26 Jun 2023 - 28 Jun 2023
ACM New York, NY, USA 1-10 (2023) [10.1145/3592979.3593414]
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Journal Article/Contribution to a conference proceedings/Contribution to a book
AI Super-Resolution-Based Subfilter Modeling for Finite-Rate-Chemistry Flows: A Jet Flow Case Study
: [Proceedings] - , 2023. - ISBN - doi:10.4271/2023-01-0200
WCX SAE World Congress Experience, DetroitDetroit, USA, 18 Apr 2023 - 20 Apr 2023
SAE Technical Paper 1 - 10 (2023) [10.4271/2023-01-0200]
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White paper: Towards Regenerative Quantum Computing with proven positive sustainability impact
COP28UAE - United Nations Climate Change Conference, DubaiDubai, United Arab Emirates, 30 Nov 2023 - 13 Dec 2023
1-72 (2023) [10.34734/FZJ-2023-05910]
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Challenges and Opportunities in the Adoption of High Performance Computing for Earth Observation in the Exascale Era
Proceedings of the 2023 Conference on Big Data from Space (BiDS’23) - From foresight to impact
Conference on Big Data from Space 2023, BiDS’23, ViennaVienna, Austria, 6 Nov 2023 - 9 Nov 2023
Publications Office of the European Union 25-28 (2023) [10.2760/46796]
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Hearts Gym: Learning Reinforcement Learning as a Team Event
Third Teaching Machine Learning and Artificial Intelligence Workshop at ECML, GrenobleGrenoble, France, 19 Sep 2022 - 23 Sep 2022
PMLR 207, : 3rd ed., 16-21 (2023) [10.34734/FZJ-2024-00243]
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Transverse momentum-dependent parton distributions for longitudinally polarized nucleons from domain wall fermion calculations at the physical pion mass
Proceedings of The 39th International Symposium on Lattice Field Theory
The 39th International Symposium on Lattice Field Theory, Lattice2022, BonnBonn, Germany, 8 Aug 2022 - 13 Aug 2022
Trieste : Sissa Medialab Trieste, Italy 9 p. (2023) [10.22323/1.430.0103]
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11th EGU Galileo Conference: Solid Earth and Geohazards in the Exascale Era Consensual Document
11th EGU Galileo Conference, BarcelonaBarcelona, Spain, 23 May 2023 - 26 May 2023
CSIC - Instituto de Geociencias Barcelona (GEO3BCN) 1-20 (2023) [10.20350/DIGITALCSIC/15439]
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Journal Article/Contribution to a conference proceedings
Implementation of ResNet-50 for the Detection of ARDS in Chest X-Rays using transfer-learning
16. Interdisziplinäres Symposium Automatisierungstechnische Verfahren für die Medizintechnik, AUTOMED, GießenGießen, Germany, 30 Mar 2023 - 31 Mar 2023
Proceedings on automation in medical engineering 2(1), ID 742 (2023)
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Gauge generation and dissemination in OpenLat
Proceedings of The 39th International Symposium on Lattice Field Theory — PoS(LATTICE2022) - Sissa Medialab Trieste, Italy, 2023. - ISBN - doi:10.22323/1.430.0426
The 39th International Symposium on Lattice Field Theory, BonnBonn, Germany, 8 Aug 2022 - 13 Aug 2022
Sissa Medialab Trieste, Italy 426 pp. (2023) [10.22323/1.430.0426]
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A multi-perspective approach for exploring the scenario space of future power systems
Operations Research Proceedings 2022 / Grothe, Oliver (Editor) ; Cham : Springer International Publishing, 2023, Chapter 13 ; ISSN: 2731-040X=2731-0418 ; ISBN: 978-3-031-24906-8=978-3-031-24907-5 ; doi:10.1007/978-3-031-24907-5
International Conference on Operations Research, OR 2022, KarlsruheKarlsruhe, Germany, 6 Sep 2022 - 9 Sep 2022
Cham : Springer International Publishing, Lecture Notes in Operations Research 105-112 (2023) [10.1007/978-3-031-24907-5_13]
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Kokkos-Based Implementation of MPCD on Heterogeneous Nodes
International Conference on Parallel Processing and Applied Mathematics, PPAM 2022, GdanskGdansk, Poland, 11 Sep 2022 - 14 Sep 2022
Cham : Springer International Publishing, Lecture Notes in Computer Science 13827, 3-13 (2023) [10.1007/978-3-031-30445-3_1]
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A proposed hybrid two-stage DL-HPC method for wind speed forecasting: using the first average forecast output for long-term forecasting
Proceedings of the IACM Computational Fluids Conference (CFC2023), CFC2023, CannesCannes, France, 25 Apr 2023 - 28 Apr 2023
- (2023)
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Many Cores, Many Models: GPU Programming Model vs. Vendor Compatibility Overview
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis
SC-W 2023: Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis, SC-W23, Denver, CODenver, CO, USA, 12 Nov 2023 - 17 Nov 2023
ACM New York, NY, USA 1019–1026 (2023) [10.1145/3624062.3624178]
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Scalable Flow Simulations with the Lattice Boltzmann Method
Proceedings of the 20th ACM International Conference on Computing Frontiers - ACM New York, NY, USA, 2023. - ISBN 9798400701405 - doi:10.1145/3587135.3592176
CF '23: 20th ACM International Conference on Computing Frontiers, BolognaBologna, Italy, 9 May 2023 - 11 May 2023
ACM New York, NY, USA 297–303 (2023) [10.1145/3587135.3592176]
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A Shim Layer for Transparently Adding Meta Data to MPI Handles
30th European MPI Users' Group Meeting, EUROMPI '23, BristolBristol, United Kingdom, 11 Sep 2023 - 13 Sep 2023
NY, USA : ACM New York, Proceedings of the 30th European MPI Users' Group Meeting 1-9 (2023) [10.1145/3615318.3615324]
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Contribution to a conference proceedings
OpenGPT-X: Novel Architecture Exploration
WHPC@SC23: 16th International Women in HPC Workshop, WHPC@SC23, Denver, ColoradoDenver, Colorado, USA, 12 Nov 2023 - 17 Nov 2023
2 pp. (2023) [10.34734/FZJ-2023-05369]
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Journal Article/Contribution to a conference proceedings
A Petri-Net-Based Approach to Modeling Communication Algorithms for HPC Molecular Dynamics Simulations
PNSE@Petri Nets 2023, LisbonLisbon, Portugal, 27 Jun 2023 - 27 Jun 2023
CEUR workshop proceedings 3430, (2023) [10.34734/FZJ-2023-05524]
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Parallel tempering algorithm applied to the deconfinement transition of quenched QCD
Proceedings of The 39th International Symposium on Lattice Field Theory — PoS(LATTICE2022) - Sissa Medialab Trieste, Italy, 2023. - ISBN - doi:10.22323/1.430.0178
The 39th International Symposium on Lattice Field Theory, BonnBonn, Germany, 8 Aug 2022 - 13 Aug 2022
Sissa Medialab Trieste, Italy 8 p. (2023) [10.22323/1.430.0178]
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Exchange Mechanisms
Orbital Physics in Correlated Matter
Autumn School on Correlated Electrons, correl23, JülichJülich, Germany, 18 Sep 2023 - 22 Sep 2023
Jülich : Forschungszentrum Jülich, Modeling and Simulation 13, 5.1-31 (2023) [10.34734/FZJ-2023-04883]
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Scaling Computational Fluid Dynamics: In Situ Visualization of NekRS using SENSEI
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis - ACM New York, NY, USA, 2023
Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis, SC-W 2023, Denver, CODenver, CO, USA, 12 Nov 2023 - 17 Nov 2023
New York, USA : Association for Computing Machinery 862–867 (2023) [10.1145/3624062.3624159]
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Modular Supercomputing and its Role in Europe’s Exascale Computing Strategy
Proceedings of The 39th International Symposium on Lattice Field Theory — PoS(LATTICE2022) - Sissa Medialab Trieste, Italy, 2023. - ISBN - doi:10.22323/1.430.0245
The 39th International Symposium on Lattice Field Theory, BonnBonn, Germany, 8 Aug 2022 - 13 Aug 2022
Trieste, Italy : Sissa Medialab Trieste, Proceedings of The 39th International Symposium on Lattice Field Theory — PoS(LATTICE2022) 17p. (2023) [10.22323/1.430.0245]
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Towards a neural network based flux density prediction – Using generative models to enhance CSP raytracing
THE INTERNATIONAL CONFERENCE ON BATTERY FOR RENEWABLE ENERGY AND ELECTRIC VEHICLES (ICB-REV) 2022, South TangerangSouth Tangerang, Indonesia, 27 Sep 2021 - 1 Oct 2021
AIP Publishing 030015-1–030015-12 (2023) [10.1063/5.0148765] special issue: "SolarPACES: Solar Power & Chemical Energy Systems"
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Contribution to a conference proceedings
In Situ Enhancement of Heliostat Calibration Using Differentiable Ray Tracing and Artificial Intelligence
28th International Conference on Concentrating Solar Power and Chemical Energy Systemsf CSP and Hybridized Systems, SolarPACES 2022, AlbuquerqueAlbuquerque, USA, 27 Sep 2022 - 30 Sep 2022
1, 10 p. (2023) [10.52825/solarpaces.v1i.642]
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Contribution to a conference proceedings
Accuracy assessment of land-use-land-cover maps: the semantic gap between in situ and satellite data
Image and Signal Processing for Remote Sensing XXIX, AmsterdamAmsterdam, Netherlands, 3 Sep 2023 - 6 Sep 2023
SPIE 14 pp. (2023) [10.1117/12.2679433]
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Contribution to a conference proceedings
Adiabatic Quantum Kitchen Sinks with Parallel Annealing for Remote Sensing Regression Problems
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), PasadenaPasadena, CA, 16 Jul 2023 - 21 Jul 2023
IEEE 784-787 (2023) [10.1109/IGARSS52108.2023.10281523]
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Multi-Modal Self-Supervised Learning for Boosting Crop Classification Using Sentinel2 and Planetscope
IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium
IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, PasadenaPasadena, CA, 16 Jul 2023 - 21 Jul 2023
IEEE 2223 - 2226 (2023) [10.1109/IGARSS52108.2023.10282665]
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Benchmark Continuum Limit Results for Spectroscopy with Stabilized Wilson Fermions
Proceedings of The 39th International Symposium on Lattice Field Theory — PoS(LATTICE2022) - Sissa Medialab Trieste, Italy, 2023. - ISBN - doi:10.22323/1.430.0074
The 39th International Symposium on Lattice Field Theory, BonnBonn, Germany, 8 Aug 2022 - 13 Aug 2022
Sissa Medialab Trieste, Italy 074 pp. (2023) [10.22323/1.430.0074]
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COMPESCE: A Co-design Approach for Memory Subsystem Performance Analysis in HPC Many-Cores
Architecture of Computing Systems - 36th International Conference
Architecture of Computing Systems - 36th International Conference, ARCS2023, AthensAthens, Greece, 13 Jun 2023 - 15 Jun 2023
Cham : Springer Nature Switzerland, Lecture Notes in Computer Science 13949, 105-119 (2023) [10.1007/978-3-031-42785-5_8]
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Enabling Hyperparameter-Tuning of AI Models for Healthcare using the CoE RAISE Unique AI Framework for HPC
2023 46th MIPRO ICT and Electronics Convention (MIPRO)
46th MIPRO ICT and Electronics Convention, MIPRO 2023, OpatijaOpatija, Croatia, 22 May 2023 - 26 May 2023
IEEE 435-440 (2023) [10.23919/MIPRO57284.2023.10159755]
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Journal Article/Contribution to a conference proceedings
From Theory to Practice: Applying Neural Networks to Simulate Real Systems with Sign Problems
The 40th International Symposium on Lattice Field Theory, LATTICE2023, Batavia, IllinoisBatavia, Illinois, USA, 31 Jul 2023 - 4 Aug 2023
Proceedings of Science / International School for Advanced Studies 453, (2023) [10.34734/FZJ-2023-05418]
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Moments of Parton Distributions Functions from Lattice QCD at the Physical Point
DIS2023: XXX International Workshop on Deep-Inelastic Scattering and Related Subjects, DIS2023, Michigan State UniversityMichigan State University, USA, 27 Mar 2023 - 31 Mar 2023
7 pp. (2023) [10.34734/FZJ-2023-05487]
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Benchmarking a portable lattice quantum chromodynamics kernel written in Kokkos and MPI
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis - ACM New York, NY, USA, 2023. - ISBN 9798400707858 - doi:10.1145/3624062.3624179
SC-W 2023: Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis, Denver CO USADenver CO USA, USA, 12 Nov 2023 - 17 Nov 2023
ACM New York, NY, USA 1027–1037 (2023) [10.1145/3624062.3624179]
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Contribution to a conference proceedings
Enhancing Training Set Through Multi-Temporal Attention Analysis in Transformers for Multi-Year Land Cover Mapping
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), PasadenaPasadena, CA, 16 Jul 2023 - 21 Jul 2023
IEEE 5411-5414 (2023) [10.1109/IGARSS52108.2023.10283284]
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Journal Article/Contribution to a conference proceedings
Nucleon Electromagnetic Form Factors at Large Momentum Transfer from Lattice QCD
The 2022 International Conference on the Structure of Baryons, Baryons 2022, SevilleSeville, Spain, 7 Nov 2022 - 11 Nov 2022
Few-body systems 64(3), 72 (2023) [10.1007/s00601-023-01839-4]
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Massively Parallel Genetic Optimization Through Asynchronous Propagation of Populations
High Performance Computing / Bhatele, Abhinav (Editor) [https://orcid.org/0000-0003-3069-3701] ; Cham : Springer Nature Switzerland, 2023, Chapter 6 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-031-32040-8=978-3-031-32041-5 ; doi:10.1007/978-3-031-32041-5
ISC High Performance 2023, ISC '23, HamburgHamburg, Germany, 21 May 2023 - 25 May 2023
Cham : Springer Nature Switzerland, Lecture Notes in Computer Science 13948, 106 - 124 (2023) [10.1007/978-3-031-32041-5_6]
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An Event Model for Trace-Based Performance Analysis of MPI Partitioned Point-to-Point Communication
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis
Workshop on Programming and Performance Visualization Tools, ProTools '23, Denver, CODenver, CO, USA, 12 Nov 2023 - 12 Nov 2023
New York, NY, USA : ACM 1357–1367 (2023) [10.1145/3624062.3624205]
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End-to-End Process Orchestration of Earth Observation Data Workflows with Apache Airflow on High Performance Computing
IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium : [Proceedings] - IEEE, 2023. - ISBN 979-8-3503-2010-7 - doi:10.1109/IGARSS52108.2023.10283416
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), PasadenaPasadena, CA, 16 Jul 2023 - 21 Jul 2023
IEEE 711-714 (2023) [10.1109/IGARSS52108.2023.10283416]
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Contribution to a book
Luftqualität und Klimawandel
Klimawandel in Deutschland
Berlin, Heidelberg : Springer Berlin Heidelberg 157–169 (2023) [10.1007/978-3-662-66696-8_13]
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Dynamics of polymer electrolyte with LiTFSI via Quasi-Elastic Neutron Scattering
European Conference on Neutron Scattering 2023, ECNS 2023, GarchingGarching, Germany, 20 Mar 2023 - 23 Mar 2023
The European physical journal / Web of Conferences 286, 04005 pp. (2023) [10.1051/epjconf/202328604005]
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Analytical Model of Communication Algorithm for Simulations with Range-Limited Interactions
Proceedings of the 13th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - SCITEPRESS - Science and Technology Publications, 2023. - ISBN 978-989-758-668-2 - doi:10.5220/0012085500003546
Simultech 2023, RomeRome, Italy, 12 Jul 2023 - 14 Jul 2023
SCITEPRESS - Science and Technology Publications 311-317 (2023) [10.5220/0012085500003546]
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Optimizing Communication in Molecular Dynamics Simulations on HPC Clusters
SIMULTECH 2022: Simulation and Modeling Methodologies, Technologies and Applications, LisbonLisbon, Portugal, 14 Jul 2022 - 16 Jul 2022
Cham : Springer International Publishing, Lecture Notes in Networks and Systems 780, 86 - 100 (2023) [10.1007/978-3-031-43824-0_5]
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Distributed Computing and Storage Infrastructure for PUNCH4NFDI
1st Conference on Research Data Infrastructure (CoRDI) - Connecting Communities, KarlsruheKarlsruhe, Germany, 12 Sep 2023 - 14 Sep 2024
Proceedings of the conference on research data infrastructure 1, 4 pp. (2023) [10.52825/cordi.v1i.261]
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Advancing the distributed Multi-GPU ChASE library through algorithm optimization and NCCL library
SC-W 2023: Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis, Denver, CODenver, CO, USA, 12 Nov 2023 - 17 Nov 2023
ACM New York, NY, USA 1688–1696 (2023) [10.1145/3624062.3624249]
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Contribution to a book
Storylining Climes1
Storying Multipolar Climes of the Himalaya, Andes and Arctic / Yü, Dan Smyer ; London : Routledge, , ; ISBN: ; doi:10.4324/9781003347026
London : Routledge 306 pp. (2023) [10.4324/9781003347026-12]
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