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Multiscale decision-making, also referred to as multiscale decision theory (MSDT), is an approach in operations research that combines game theory, multi-agent
Multiscale_decision-making
Mathematical field
Multiscale modeling or multiscale mathematics is the field of solving problems that have important features at multiple scales of time and/or space. Important
Multiscale_modeling
hard to guarantee since no one node has the complete picture Multiscale decision making Distributed constraint optimization Distributed artificial intelligence
Cooperative distributed problem solving
Cooperative_distributed_problem_solving
comparisons Multiple-try Metropolis Multiresolution analysis Multiscale decision making Multiscale geometric analysis Multistage testing Multitaper Multitrait-multimethod
List_of_statistics_articles
through biomechanical modelling. She is the principal investigator of the Multiscale Muscle Mechanophysiology (M3) lab at the same university. Additionally
Silvia_Blemker
American technical engineer and professor
theoretical foundations for complex networks in engineering, biology, and multiscale physics. He earned Bachelor of Science and Master of Science degrees in
John_Doyle_(engineer)
Scottish mathematical oncologist
contributions to mathematical oncology, particularly in the development of multiscale and hybrid modeling approaches to tumor growth, invasion, and treatment
Alexander_R._A._Anderson
Computer modelling of a petroleum reservoir
reservoir, for the purposes of improving estimation of reserves and making decisions regarding the development of the field, predicting future production
Reservoir_modeling
Variation in the time intervals between heartbeats
pointwise correlation dimension, approximate entropy, sample entropy, multiscale entropy analysis, sample asymmetry and memory length (based on inverse
Heart_rate_variability
American applied mathematician
order reduction, multiscale modeling, computational fluid dynamics of compressible flow, Earth system modeling, and concurrent multiscale coupling via the
Irina_Tezaur
3D reconstruction technique
Martin-Brualla, Ricardo; Srinivasan, Pratul P. (2021-04-07). "Mip-NeRF: {A} Multiscale Representation for Anti-Aliasing Neural Radiance Fields". arXiv:2103.13415
Neural_radiance_field
Group intelligence that emerges from collective efforts
peer review and crowdsourcing applications. It may involve consensus decision-making, social capital and formalisms such as voting systems, social media
Collective_intelligence
Greek engineer
acquired from health monitoring systems with multiscale, multilevel modeling and intelligent decision-making techniques to diagnose, study and treat a variety
Konstantina_Nikita
Iranian-American neuroscientist
behavior. His studies of confidence-dependent hierarchical decision making have shown multiscale integration processes that interact to shape behavior and
Roozbeh_Kiani
Weather research laboratory
precipitation, lightning threat, and more. The NSSL COllaborative Model for Multiscale Atmospheric Simulation (COMMAS) is a 3D cloud model used to recreate thunderstorms
National Severe Storms Laboratory
National_Severe_Storms_Laboratory
driven and oriented multiscale simulation models of malignant tumors (cancer) to be utilized as patient individualized decision support and treatment
In_silico_medicine
Matter with biological processes
evolution of novel functions over time. Living systems are characterized by a multiscale, hierarchical organization, spanning from molecular machines to cells
Life
American sociologist (born 1971)
1103/PhysRevLett.92.218701. PMID 15245323. S2CID 2450776. Watts, D. J. (2005). "Multiscale, resurgent epidemics in a hierarchical metapopulation model". Proceedings
Duncan_J._Watts
Partitioning a digital image into segments
Intelligence, pp. 721–741, Vol. 6, No. 6. A. Bouman and M. Shapiro (2002): "A multiscale Random field model for Bayesian image segmentation", IEEE Transactions
Image_segmentation
Applications of Global Navigation Satellite System
Use of GNSS beyond the GEO is still experimental. The Magnetospheric Multiscale Mission demonstrated GPS use at 150,000 km altitude in 2018. The Lunar
GNSS_applications
Type of infrastructure
Materials Engineering (ICME) cyberinfrastructure in 2010 that focuses on multiscale modeling. The United States Department of Energy supports e-Science through
Cyberinfrastructure
Societal goal and normative concept
14282/2198-0403-GD-14. Pastor-Escuredo, David; Treleaven, Philip (2021). Multiscale Governance (Preprint). arXiv:2104.02752. Pickering, Jonathan; Hickmann
Sustainability
List of world records related to tornadoes
Bluestein, Howard B.; Snyder, Jeffrey C.; Houser, Jana B. (2015-06-01). "A Multiscale Overview of the El Reno, Oklahoma, Tornadic Supercell of 31 May 2013"
Tornado_records
Austrian neuroscientist (1919–2015)
executive functions of the prefrontal cortex, governing personality, decision making, and social behavior. He discovered the "sensory specific" functions
Karl_H._Pribram
Bluestein, Howard B.; Snyder, Jeffrey C.; Houser, Jana B. (2015-06-01). "A Multiscale Overview of the El Reno, Oklahoma, Tornadic Supercell of 31 May 2013"
Mobile radar observation of tornadoes
Mobile_radar_observation_of_tornadoes
Subfield of materials science
mapping between the respective fundamental units. One type of concurrent multiscale simulation is quantum mechanics/molecular mechanics (QM/MM). This involves
Computational materials science
Computational_materials_science
Simple polynomial map exhibiting chaotic behavior
the Metaphorical Butterfly Effect since Lorenz (1972): Multistability, Multiscale Predictability, and Sensitivity in Numerical Models". Atmosphere. 14 (8):
Logistic_map
American nanotechnologist (born 1968)
development of cancer therapeutics. Bhatia's laboratory, the Laboratory for Multiscale Regenerative Technologies (LMRT), operates at the interface of living
Sangeeta_Bhatia
American scientist
"NSF Award Search: Award#0606092 - Friction, Fatigue and Failure: a Multiscale Approach Linking Physics, Fabrication and Geophysical Phenomena". www
Jean_M._Carlson
Israeli research university in Haifa
water technology. Arieh Warshel – chemist known for the development of multiscale models for complex chemical systems, and the winner of the 2013 Nobel
Technion – Israel Institute of Technology
Technion_–_Israel_Institute_of_Technology
Professor at Stanford University
WW, Perdikaris P, Petzold L, Kuhl E. Integrating machine learning and multiscale modeling: Perspectives, challenges, and opportunities in the biological
Ellen_Kuhl
Psychedelic drug
Psychedelics and in the Schizophrenia Spectrum: An Interdisciplinary and Multiscale Comparison". Schizophrenia Bulletin. 46 (6): 1396–1408. doi:10.1093/schbul/sbaa117
LSD
Software Visualization) [1] Interactive Rendering of Complex 3D-Treemaps Multiscale Visual Comparison of Execution Traces Interactive Software Maps for Web-Based
Software_map
Branch of neuroscience
101593. Robinson PA, Rennie CJ, Rowe DL, O'Connor SC, Gordon E (2005). "Multiscale brain modelling". Philosophical Transactions of the Royal Society B. 360
Computational_neuroscience
Deep learning method
Bibcode:2016arXiv160902612V. Kang, Yuhao; Gao, Song; Roth, Rob (2019). "Transferring Multiscale Map Styles Using Generative Adversarial Networks". International Journal
Generative adversarial network
Generative_adversarial_network
Association of German research institutes
Archived from the original on 8 July 2017. Retrieved 11 June 2017. "IMPRS on Multiscale Bio-Systems — IMPRS". imprs.mpikg.mpg.de. Archived from the original on
Max_Planck_Society
Optimization algorithm
Andina, D. (2009). "Edge detection using ant colony search algorithm and multiscale contrast enhancement". 2009 IEEE International Conference on Systems,
Ant colony optimization algorithms
Ant_colony_optimization_algorithms
Class of statistical modeling methods
Understanding (REACTS). He, X.; Zemel, R.S.; Carreira-Perpinñán, M.A. (2004). "Multiscale conditional random fields for image labeling". IEEE Computer Society.
Conditional_random_field
Sussex: Wiley. ISBN 9781118506189. OCLC 810039791. Integrated design of multiscale, multifunctional materials and products. McDowell, David L., 1956-. Oxford:
Design_optimization
development of multiscale models for complex chemical systems" 2013 Michael Levitt Pretoria, South Africa "for the development of multiscale models for complex
List of American Nobel laureates
List_of_American_Nobel_laureates
Scientific study of the nervous system
An example of this is the Event Camera's BrainScaleS (brain-inspired Multiscale Computation in Neuromorphic Hybrid Systems), a hybrid analog neuromorphic
Neuroscience
Greek scientist
Health - Part B, Critical Reviews 9(6): 457-483 Georgopoulos P. (2008). A multiscale approach for assessing the interactions of environmental and biological
Panos_G._Georgopoulos
British-American physicist, biomedical engineer
Shashikumar, S. P.; Shah, A. J.; Nemati, S.; Clifford, G. D. (2018). "Multiscale network dynamics between heart rate and locomotor activity are altered
Gari_Clifford
Species of bird
Nils; Moorman, Christopher E. (2015-05-01). "The relative importance of multiscale factors in the distribution of Bachman's Sparrow and the implications
Bachman's_sparrow
Process of mathematical modelling, performed on a computer
are Molecular dynamics, Molecular mechanics, Monte Carlo method, and Multiscale Green's function. Specific examples of computer simulations include: statistical
Computer_simulation
Probabilistic problem-solving algorithm
doi:10.1515/mcma-2016-0102. S2CID 30198383. Baeurle, Stephan A. (2009). "Multiscale modeling of polymer materials using field-theoretic methodologies: A survey
Monte_Carlo_method
understanding of the structure and function of ribosomes. Development of multiscale models for complex chemical systems by Arieh Warshel and Michael Levitt
List of Israeli inventions and discoveries
List_of_Israeli_inventions_and_discoveries
Machine learning and applied statistics
ISBN 978-1-108-48436-7. Owhadi, Houman (2015). "Bayesian Numerical Homogenization". Multiscale Modeling & Simulation. 13 (3): 812–828. arXiv:1406.6668. doi:10.1137/140974596
Probabilistic_numerics
Research field that applies to methods of studying issues in social science
actors (institutions). The purpose of the project is to build a generic multiscale platform which is planned to deal with water conflict-related issues.
Social_simulation
Amateur scientific research
January 2020). "Accuracy of long-term volunteer water monitoring data: A multiscale analysis from a statewide citizen science program". PLOS ONE. 15 (1):
Citizen_science
Australian scientist
to entire landscapes. Much of this work has helped guide improved decision making for enhanced biodiversity conservation, such as how best to limit interacting
David_Lindenmayer
Scientific study of digital information
Yuanyuan; Wang, Ying; Li, Xin; Li, Xiaoli; Xie, Ping (2023-12-01). "Multiscale information interaction at local frequency band in functional corticomuscular
Information_theory
Approach to understanding the human brain
integration of both microscale and macroscale studies, and thus allows multiscale and structural-functional integration. This scale still presents a very
Network_neuroscience
Probability distribution
Stamatios; Maragos, Petros; Papandreou, George (2009). "Bayesian Inference on Multiscale Models for Poisson Intensity Estimation: Applications to Photon-Limited
Dirichlet_distribution
NASA space mission to Jupiter and Europa
Research Institute, who was previously the leader of the Magnetospheric Multiscale Mission. The SUrface Dust Analyzer (SUDA) is a mass spectrometer that
Europa_Clipper
Connection between brain and computer
image reconstruction from human brain activity using a combination of multiscale local image decoders". Neuron. 60 (5): 915–929. doi:10.1016/j.neuron.2008
Brain–computer_interface
Type of diagnosis assisted by computers
Chowdhury M.; Kundu M.K. (2013). "Brain MR Image Classification Using Multiscale Geometric Analysis of Ripplet". Progress in Electromagnetics Research
Computer-aided_diagnosis
Gerloff C, Hilgetag CC, Nolte G (November 2013). "Intrinsic coupling modes: multiscale interactions in ongoing brain activity". Neuron. 80 (4): 867–86. doi:10
Andreas_K._Engel
One hundred years, from 2001 to 2100
Bluestein, Howard B.; Snyder, Jeffrey C.; Houser, Jana B. (2015). "A Multiscale Overview of the el Reno, Oklahoma, Tornadic Supercell of 31 May 2013"
21st_century
French researcher (born 1957)
to improve signal to noise ratio, specifically devised wavelets for a multiscale analysis, extreme magnitude distributions, etc.). This result thus shows
Didier_Sornette
PhD 1953; Nobel laureate in chemistry (2013) "for the development of multiscale models for complex chemical systems" Chaitan Khosla, PhD 1990; Alan T
List of California Institute of Technology people
List_of_California_Institute_of_Technology_people
Van Sint Jan S, Leardini A, Cristofolini L, Stea S, et al. (2008). "Multiscale modelling of the skeleton for the prediction of the risk of fracture"
Virtual_Physiological_Human
Predictive chemical model
at the Wayback Machine, Drug Theoretics and Cheminformatics Laboratory Multiscale Conceptual Model Figures for QSARs in Biological and Environmental Science
Quantitative structure–activity relationship
Quantitative_structure–activity_relationship
camera". Phys.org. Retrieved 2021-11-07. Brady, D. J.; et al. (2012). "Multiscale gigapixel photography". Nature. 486 (7403). Springer Science and Business
2012_in_science
Excessive displeasing noise
Suca JJ, Lillis A, Apprill A, Llopiz JK, Mooney TA (November 1, 2018). "Multiscale spatio-temporal patterns of boat noise on U.S. Virgin Island coral reefs"
Noise_pollution
Branch of geophysics, primarily seismology
2835157. G.-P. Ostermeyer, V.L. Popov, E. Shilko, O. Vasiljeva (2021). Multiscale Biomechanics and Tribology of Inorganic and Organic Systems. In memory
Earthquake_prediction
protein Ubiquitin); Arieh Warshel and Michael Levitt (development of multiscale models for complex chemical systems); Ariel Rubinstein (Rubinstein bargaining
Culture_of_Israel
Technology development overview
Boundary Explorer – NASA satellite of the Explorer program Magnetospheric Multiscale Mission – Four NASA robots studying Earth's magnetosphere (2015–present)
Outline of artificial satellites
Outline_of_artificial_satellites
U.S. Army Command that runs modernization projects
Inertial Measurement Unit (assured position, navigation, and timing—A-PNT) Multiscale Systems, for meta-material Novaa, for single-aperture antennas (multi-band
United States Army Futures Command
United_States_Army_Futures_Command
Climate scientist and astrophysicist
Sidi, Fahim I.; Spero, Tanya L.; Wong, David C. (2021). "The Community Multiscale Air Quality (CMAQ) model versions 5.3 and 5.3.1: system updates and evaluation"
William_D._Collins
dramatically different conservation recommendations. In addition, residual multiscale sampling effects can be identified using a statistical covariation measure
Gap_analysis_(conservation)
have won more than 20 per cent of the 850-plus prizes awarded, despite making up just 0.2 per cent of world's population. "One-of-five Nobel Prize Laureates
List of Jewish Nobel laureates
List_of_Jewish_Nobel_laureates
Cell from a primary tumor carried by blood circulation
PMID 21863182. Chen P, Huang YY, Hoshino K, Zhang X (February 2014). "Multiscale immunomagnetic enrichment of circulating tumor cells: from tubes to microchips"
Circulating_tumor_cell
1984), Spanish applied mathematician known for stochastic modelling of multiscale phenomena Sophie Bryant (1850–1922), Anglo-Irish mathematician, educator
List_of_women_in_mathematics
Interdisciplinary branch of biology and engineering
to specify the cell and how multi-component integrated systems behave. Multiscale models of gene regulatory networks focus on synthetic biology applications
Synthetic_biology
Spectroscopy of Biological Systems". In Tomar V, Qu T, Dubey DK, Verma D (eds.). Multiscale Characterization of Biological Systems: Spectroscopy and Modeling. Springer
Droplet-based_microfluidics
Franco, Alejandro A.; Meng, Ying Shirley (22 December 2022). "Coupling of multiscale imaging analysis and computational modeling for understanding thick cathode
Timeline of sustainable energy research 2020 to the present
Timeline_of_sustainable_energy_research_2020_to_the_present
formulating the weakened weak form Smoothed finite element method Variational multiscale method List of finite element software packages Spectral method — based
List of numerical analysis topics
List_of_numerical_analysis_topics
Franco, Alejandro A.; Meng, Ying Shirley (22 December 2022). "Coupling of multiscale imaging analysis and computational modeling for understanding thick cathode
2022_in_science
Field of scholarly inquiry in the social sciences
ISBN 978-0-387-34918-3. Neugebauer, Horst J.; Simmer, Clemens (2003). Dynamics of Multiscale Earth Systems. Springer. ISBN 978-3-540-41796-5. Biermann, Frank; Kim
Earth_system_governance
Branch of chemistry
Warshel received the 2013 Nobel Prize in Chemistry for "the development of multiscale models for complex chemical systems". Computational chemistry has a wide
Computational_chemistry
Use of fMRI to decode brain stimuli
Image Reconstruction from Human Brain Activity using a Combination of Multiscale Local Image Decoders". Neuron. 60 (5): 915–29. doi:10.1016/j.neuron.2008
Brain-reading
Type of statistics
MR 2371990. Rosen, C.; Lennox, J.A. (October 2001), "Multivariate and multiscale monitoring of wastewater treatment operation", Water Research, 35 (14):
Robust_statistics
Modeling biology
radiation could increase stem cells. The first agent-based model is a multiscale model of mammary gland development starting with a rudimentary mammary
Agent-based_model_in_biology
Study of biochemical processes in an individual cell
H, Kong S, Wang T, Ho Y (September 2019). "Technological Advances in Multiscale Analysis of Single Cells in Biomedicine". Advanced Biosystems. 3 (11)
Single-cell_analysis
Using mathematical models to understand infectious disease transmission
Epidemic Dynamics: Social Contacts, Control with Uncertain Data, and Multiscale Spatial Dynamics". Predicting Pandemics in a Globally Connected World
Mathematical modelling of infectious diseases
Mathematical_modelling_of_infectious_diseases
Endesfelder U, Finan K, Holden SJ, Cook PR, Kapanidis AN, Heilemann M (2013). "Multiscale spatial organization of RNA polymerase in Escherichia coli". Biophys J
Cluster of Excellence Frankfurt Macromolecular Complexes
Cluster_of_Excellence_Frankfurt_Macromolecular_Complexes
Overview of the events of 2023 in science
; Atkin, Joanna M.; Priya, Shashank; Amassian, Aram (March 2023). "A multiscale ion diffusion framework sheds light on the diffusion–stability–hysteresis
January–March_2023_in_science
Arieh Warshel, Martin Karplus and Michael Levitt "for the development of multiscale models for complex chemical systems". A new microscopic technique allows
2013_in_science
MULTISCALE DECISION-MAKING
MULTISCALE DECISION-MAKING
MULTISCALE DECISION-MAKING
MULTISCALE DECISION-MAKING
MULTISCALE DECISION-MAKING
MULTISCALE DECISION-MAKING
MULTISCALE DECISION-MAKING
MULTISCALE DECISION-MAKING
MULTISCALE DECISION-MAKING