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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Simulation-Based Bayesian" (30 stories)

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Simulation-based inference of cell migration dynamics in complex spatial environments
Lead StoryNaturegeneral
Jan 29

Simulation-based inference of cell migration dynamics in complex spatial environments

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE50OF95SEVCQ2NhVm5nTkh6Q21PdnQyMHhRLXhMNEpWeEJqdzJsUVN2cXJJVUhVZEpPOG5VZnJuWTh0a3FHUTRLbkl2MmZkMk9vWDB4SXkwNWVDekV2cVVv?oc=5" target="_blank">Simulation-based inference of cell migration dynamics in complex spatial environments</a>  <font color="#6f6f6f">Nature</font>

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Search Results for "Simulation-Based Bayesian"

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29 stories displayed
Simulation-Based Bayesian Predictive Probability of Success for Interim Monitoring of Clinical Trials With Competing Event Data: Two Case Studies
Wiley Online Librarygeneral

Simulation-Based Bayesian Predictive Probability of Success for Interim Monitoring of Clinical Trials With Competing Event Data: Two Case Studies

<a href="https://news.google.com/rss/articles/CBMiakFVX3lxTE5OaGZNbF9aVTJVSlBZY2Z5ZGt5MXAtbTNpZnlXWUpUV29ManJtcUxuWVVGaXFfemtxNzUtNm02WnR5eU5UZFZsMTFObVlOaGt0dGdyMmRmMEg3N3QzNnZuX21IVTN4c2d2NUE?oc=5" target="_blank">Simulation-Based Bayesian Predictive Probability of Success for Interim Monitoring of Clinical Trials With Competing Event Data: Two Case Studies</a>  <font color="#6f6f6f">Wiley Online Library</font>

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Simulation-based inference for precision neutrino physics through neural Monte Carlo tuning
Natureworld

Simulation-based inference for precision neutrino physics through neural Monte Carlo tuning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBnTWQ0TWVfdEhuMnV6T2h4QXZkN1EwRXdVbTFzd0RuMGF2Wkt2c1VET24xQ0JZeE1ud05LbFpJNE9nX3ZGS0pBcjNuS1NVNGFJTDB3MXh2Zlh6VVJXUEo4?oc=5" target="_blank">Simulation-based inference for precision neutrino physics through neural Monte Carlo tuning</a>  <font color="#6f6f6f">Nature</font>

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Simulation-based inference and approximate Bayesian computation in ecology and population genetics
Columbia Universitygeneral

Simulation-based inference and approximate Bayesian computation in ecology and population genetics

<a href="https://news.google.com/rss/articles/CBMi4wFBVV95cUxNQkIyTDRfZmRRbzFkd0txclM5UVZFZmdvckNLZFBQaG84ZjVxNlNtR192Uk5DT2hBdE9GbVFtQXktM2VxOVdTd2hrR195d05YT3dwSjZsY3ZlU3hQM3JJelJFNTFHT1hLRnpvNjktM19xWUNnbDdMM2s0bThIYkZXOV9vOU9abHEta0lsWTVXTlp5TkFqVzV3MlpkSVVRSjdFYzZQcDROTFNZWlVsZ0VDQUVoQkFzM3JUUGIzTlhTeFhQTUxfenh5NW51MkpXUkZlUXdVd1V5RVM5cTNRYzFsSG5MZw?oc=5" target="_blank">Simulation-based inference and approximate Bayesian computation in ecology and population genetics</a>  <font color="#6f6f6f">Columbia University</font>

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CIGaRS I: combined simulation-based inference from type Ia supernovae and host photometry
Naturegeneral

CIGaRS I: combined simulation-based inference from type Ia supernovae and host photometry

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBwVEtiQW9qR0xFbDZxSGVlR1E2RjZzeHJfRHhGMi1EaTc0YWl6NlB5cnNmQlVtOVN1OFNvc01COEZGQzJ1TFdhMWtWN3pna3g0WnpEUlZpUzhJcFF3THln?oc=5" target="_blank">CIGaRS I: combined simulation-based inference from type Ia supernovae and host photometry</a>  <font color="#6f6f6f">Nature</font>

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Comparing the Bayesian Unknown Change-Point Model and Simulation Modeling Analysis to Analyze Single Case Experimental Designs
Frontiersworld

Comparing the Bayesian Unknown Change-Point Model and Simulation Modeling Analysis to Analyze Single Case Experimental Designs

<a href="https://news.google.com/rss/articles/CBMikAFBVV95cUxQa0Z3WHZBSk9fd3BwQ1ZJTFJ0WUJrUmxQX0R4SERPSTVxeDBCR2dBN21FamFTVGd5bklIR0tYY19qU2dsNndaRml0WmFUc3NFeXRDeFNLa2tERkhUQUVjVXFTSkFick9FNlVLMDlwOEd4T25RWnU4czk2OHVGUzc3eGZ6RVVwTTNSV01jbWRHNDY?oc=5" target="_blank">Comparing the Bayesian Unknown Change-Point Model and Simulation Modeling Analysis to Analyze Single Case Experimental Designs</a>  <font color="#6f6f6f">Frontiers</font>

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Martin Modrák’s tutorial on simulation-based calibration
Columbia Universitygeneral

Martin Modrák’s tutorial on simulation-based calibration

<a href="https://news.google.com/rss/articles/CBMiqgFBVV95cUxOWFpBSDA2YUpTZW1IZTNZQ0tCdEptOTNLak1GQnNBd3lvdWtSSUw3WlJ3LWVmVGtSNFloODQ2Y1dwVkFOcVk0WW9Na1RXcVdrOGVOdFdSMnRjVkZ3ZjBxVGQ4eURHWk1hQmpNMjNfWEpnX25jZ0s5M3VXQnRFVjJLTU5Md1pTMEhRbFRVZGtFQjRTME5yNWFlcklmUFhnaUZmOGRwQ1VNeGFVUQ?oc=5" target="_blank">Martin Modrák’s tutorial on simulation-based calibration</a>  <font color="#6f6f6f">Columbia University</font>

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Gaussian Process Regression-Based Bayesian Optimisation (G-BO) of Model Parameters—A WRF Model Case Study of Southeast Australia Heat Extremes
AGU Publicationsgeneral

Gaussian Process Regression-Based Bayesian Optimisation (G-BO) of Model Parameters—A WRF Model Case Study of Southeast Australia Heat Extremes

<a href="https://news.google.com/rss/articles/CBMieEFVX3lxTE51Zl9nNm92S0p3ZWJlNmxRc2dKandOV3BJdWF3aUFFY1JjX09PRGk2VnczS2NjVGpGQ2c2UXdzMFVWMFc3ZGl4U2RxcW5ieTNDaGJ5SUpBNmM5a3ZHcXQ1aTltOFpWRUpPS2NhN1VMTUhNdEMtY3VWUw?oc=5" target="_blank">Gaussian Process Regression-Based Bayesian Optimisation (G-BO) of Model Parameters—A WRF Model Case Study of Southeast Australia Heat Extremes</a>  <font color="#6f6f6f">AGU Publications</font>

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Meta simulation approach for evaluating machine learning method selection in data limited settings
Naturepolitics

Meta simulation approach for evaluating machine learning method selection in data limited settings

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5SQThqTkNzODlXQlpGb0NzYWM3NzBjdHk5RmVPZy0zcnFFQW12VUh6Z0R0a1ljWTJmdHpNZUc2WkI3RE1aeENkQ3RjWXJDX2VJNGw2Ql9jUGNBZHp1Vjdr?oc=5" target="_blank">Meta simulation approach for evaluating machine learning method selection in data limited settings</a>  <font color="#6f6f6f">Nature</font>

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Estimating the Sampling Distribution of Posterior Decision Summaries in Bayesian Clinical Trials
Wiley Online Librarygeneral

Estimating the Sampling Distribution of Posterior Decision Summaries in Bayesian Clinical Trials

<a href="https://news.google.com/rss/articles/CBMia0FVX3lxTE85VllFRlNQcnNJWXBOdUYwR2VRRmVZUWs5cFRiSUhWYmlSQVU4N0ZIeXRHN3FZdzltQWgxa0RZZUllWVFyN3dqUjFaLVFWclZBVnhPNFNQd1lSc3NSbWhBQ3l1cExxQ1MweDBV?oc=5" target="_blank">Estimating the Sampling Distribution of Posterior Decision Summaries in Bayesian Clinical Trials</a>  <font color="#6f6f6f">Wiley Online Library</font>

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Simulation-based prior knowledge elicitation for parametric Bayesian models
Naturegeneral

Simulation-based prior knowledge elicitation for parametric Bayesian models

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9mOFJyaGl2TWRkQV9RZzNyemVJZXlHRGNHQnd6RHU2SkdBU2V5ZGN2R1hQQnRmbUl6bEJnZ3p4X2NiUVp3RFVGN1o5MWxZX0pMRkdDT3R5QXU3dV9jd05F?oc=5" target="_blank">Simulation-based prior knowledge elicitation for parametric Bayesian models</a>  <font color="#6f6f6f">Nature</font>

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Simulation-based inference of developmental EEG maturation with the spectral graph model | Communications Physics
Natureworld

Simulation-based inference of developmental EEG maturation with the spectral graph model | Communications Physics

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5kcG1NajNOQnlXTlNSNS1XaEdWdTVhcnhWZ2kwSkJhNEg2QlhpeGNQVjQ3RFk1aVhGQ05ybmpBd1g5Q2M4ZmFTT3JKeDF5TWlTZjdFNzVqMGpvY3hUTmRN?oc=5" target="_blank">Simulation-based inference of developmental EEG maturation with the spectral graph model | Communications Physics</a>  <font color="#6f6f6f">Nature</font>

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Simulation-based inference at the theoretical limit for fast, robust microstructural MRI with minimal diffusion data
Naturegeneral

Simulation-based inference at the theoretical limit for fast, robust microstructural MRI with minimal diffusion data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5Cb3VZM1J5aWFyQ0pmMFg0Sk54M3NmRm83QmhXTS1YXzZobzRaRDJjRnQ3M25nazZaM1dUN0djRFdZT2s5MmRNSm5qUHVKNHBLMEhtYW8xUFF5NmQ0Ny1Z?oc=5" target="_blank">Simulation-based inference at the theoretical limit for fast, robust microstructural MRI with minimal diffusion data</a>  <font color="#6f6f6f">Nature</font>

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Assessing simulation-based supervised machine learning for demographic parameter inference from genomic data
Naturegeneral

Assessing simulation-based supervised machine learning for demographic parameter inference from genomic data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBXTU9ucWVYc1djQTN0RkozUnFjclBlSzY4ZmhsSG1OUFVkalhjVTN6M3BYX1BIX3ZwSWxZZkZ0WWpEQWd1WEVWT2JMUTBYaDFQR25Ma3ZNWk9LVGh6RHlz?oc=5" target="_blank">Assessing simulation-based supervised machine learning for demographic parameter inference from genomic data</a>  <font color="#6f6f6f">Nature</font>

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Atomistic simulation assisted error-inclusive Bayesian machine learning for probabilistically unraveling the mechanical properties of solidified metals
Natureworld

Atomistic simulation assisted error-inclusive Bayesian machine learning for probabilistically unraveling the mechanical properties of solidified metals

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9fdVlXMmxlMlp3d0tBNWQ0VjdrZ3ZGYmpRTlZZQnYwU3dtY0lmRGh5NUl6QXNoeDJCZUlCVzh3cUI0NUhwM0dYTWJsN3JULU5TeDg0ZHJ5dFZHcWR0S0tB?oc=5" target="_blank">Atomistic simulation assisted error-inclusive Bayesian machine learning for probabilistically unraveling the mechanical properties of solidified metals</a>  <font color="#6f6f6f">Nature</font>

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Dynamic Bayesian network in infectious diseases surveillance: a simulation study
Naturegeneral

Dynamic Bayesian network in infectious diseases surveillance: a simulation study

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1OZy1yTjNrcmZxN1BWbHBHcjJoVF9wMlFISmhHdlpudWdGSlJGQldOZEw5TkZueWVRbE53Uk1yTHRud215YUdPaDdFT1NaREl4SUdlanM1MkVPTGM4Q09R?oc=5" target="_blank">Dynamic Bayesian network in infectious diseases surveillance: a simulation study</a>  <font color="#6f6f6f">Nature</font>

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Leveraging prior mean models for faster Bayesian optimization of particle accelerators
Naturegeneral

Leveraging prior mean models for faster Bayesian optimization of particle accelerators

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1pNXplX1VZNk1ka1dJX2xRalA5TWtvVlB5aTJDZG1KbERTUU9YWjZWcV9XaDRDbmtnT2Q0YjREajZsSFdTbFRPd3luNEtLN25VaTVabk5XalpTWlJVLTVr?oc=5" target="_blank">Leveraging prior mean models for faster Bayesian optimization of particle accelerators</a>  <font color="#6f6f6f">Nature</font>

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Sequential Bayesian learning-enabled thermal and material flow field prediction in additive friction stir deposition
Naturegeneral

Sequential Bayesian learning-enabled thermal and material flow field prediction in additive friction stir deposition

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9uX21ZdHBVOUFTQWpNUWRrZ2NzZkx6cWxJQjBlWWRmdWR5eHJ4RHNHVEdIajd4T0phM3NOcC1BY1B1RmVuSDdKNlhxNU8yaEVkZGRFWHdyWTcxWmJBcWFz?oc=5" target="_blank">Sequential Bayesian learning-enabled thermal and material flow field prediction in additive friction stir deposition</a>  <font color="#6f6f6f">Nature</font>

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Emulator-based Bayesian inference on non-proportional scintillation models by compton-edge probing
Naturegeneral

Emulator-based Bayesian inference on non-proportional scintillation models by compton-edge probing

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9MXy1LWm9PZC12bzRxN1QzZTREQ2sweV9fWGswRFJvVkNkY3JZSUktb2dZVWFtTlVTaW9pS0dlQVFSai12MER3WTlERC1pRl9VcGo4UFVrVTF6MG1ySnJz?oc=5" target="_blank">Emulator-based Bayesian inference on non-proportional scintillation models by compton-edge probing</a>  <font color="#6f6f6f">Nature</font>

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Assessing the impact of hard data patterns on Bayesian Maximum Entropy: a simulation study
Naturegeneral

Assessing the impact of hard data patterns on Bayesian Maximum Entropy: a simulation study

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBfWnk5bElURjIySWFHdi1GbVZkYkFxZHk5NVI0a2RCSHhna2s3QmZQYlNtV1BaY2ZoN2dKeWlIVnBfWFJrcXM5dmpiUnY0SHBiWVotVEdMNWxjc3dUM3dn?oc=5" target="_blank">Assessing the impact of hard data patterns on Bayesian Maximum Entropy: a simulation study</a>  <font color="#6f6f6f">Nature</font>

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CardSim: A Bayesian Simulator for Payment Card Fraud Detection Research
Federal Reserve Bank of San Franciscogeneral

CardSim: A Bayesian Simulator for Payment Card Fraud Detection Research

<a href="https://news.google.com/rss/articles/CBMi4wFBVV95cUxNZ2h5TWU3VE9WbEpiQ0VkX082aTNGbFRqaGt2X2VVZE43U0JOeTBSRWhhcFU1eHBsYnA1TmF3S3VKdnFrNF9tQzJmMlJZWlFqQ0pmTldUODFsTFVrR29BQ0lnNzh1ZlZWeFFyZ0NsS3dEU2wtdmlxR2hKLTFaeFhtQktKTnpRU2ZDcllFNUlQeDd3Y19yYUs3NFd3ZHB0QTdWWU5ldVN2aXBZbjczMVg1c0l1VE1IZkYzeHhfVlFmcWhWdl94Z1pOLVFmY2ZLWDd5T25odURWTi1TVEhRRmZVTlUzOA?oc=5" target="_blank">CardSim: A Bayesian Simulator for Payment Card Fraud Detection Research</a>  <font color="#6f6f6f">Federal Reserve Bank of San Francisco</font>

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Improvements to seismicity forecasting based on a Bayesian spatio-temporal ETAS model
Naturegeneral

Improvements to seismicity forecasting based on a Bayesian spatio-temporal ETAS model

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBTeXBkLWF0US16dmpYMEdCb1hTUndtVjhZMVRLQ0lobGhaRjlFQXVoWVRWNGl6WEt4bGRuNWJqRjZ0REFQbzBZOFo3RE5mYkpWVmo0eHEwWDNOdHBobmVZ?oc=5" target="_blank">Improvements to seismicity forecasting based on a Bayesian spatio-temporal ETAS model</a>  <font color="#6f6f6f">Nature</font>

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Simulation-based estimates and projections of global, regional and country-level maternal mortality by cause, 1990–2050
Natureworld

Simulation-based estimates and projections of global, regional and country-level maternal mortality by cause, 1990–2050

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9KZXNNOVp3TGFBMm1oYWFpblBHcTcyaGZmR21zQWlDeU1hVUpYWEFMalN6Y1U1Mm5QcGVablhlYXRkZzBmS2hMLTViSzBMaDd4SndMMjdLN2ltRTRVSzgw?oc=5" target="_blank">Simulation-based estimates and projections of global, regional and country-level maternal mortality by cause, 1990–2050</a>  <font color="#6f6f6f">Nature</font>

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Neural superstatistics for Bayesian estimation of dynamic cognitive models
Naturegeneral

Neural superstatistics for Bayesian estimation of dynamic cognitive models

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9ZUGx5NU1Fc0xOc2dSNFAzbTU4S2ZCNHdZeDA2bkg1dFdvTnQ2UDM1aFFOM0FOZDFQSmJ5dVFCdk01czVTWEsyUW9jMTByczhXWnMtcnlCeU5TV05aQ3lv?oc=5" target="_blank">Neural superstatistics for Bayesian estimation of dynamic cognitive models</a>  <font color="#6f6f6f">Nature</font>

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Emulator-based Bayesian optimization for efficient multi-objective calibration of an individual-based model of malaria
Naturegeneral

Emulator-based Bayesian optimization for efficient multi-objective calibration of an individual-based model of malaria

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9WR2Y0ZlVjTi1NU3BxRGR5ZEk4YzBSUjJrWTh4VXN5cmJBQTVjRVVKQVFYSmVwMG1pWGxRcEgwNVFoQVNmczRXaTAtYnktRVRYT01iQS1IYldjdVJhMlpr?oc=5" target="_blank">Emulator-based Bayesian optimization for efficient multi-objective calibration of an individual-based model of malaria</a>  <font color="#6f6f6f">Nature</font>

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Grey-Box Bayesian Optimization for Sensor Placement in Assisted Living Environments
The Association for the Advancement of Artificial Intelligencegeneral

Grey-Box Bayesian Optimization for Sensor Placement in Assisted Living Environments

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFBDSTZUMEMyMDZsM0M5akVtM0hxNEFJMElYdTZSYmJ5ZVl3WjFfYTZCWDJLUVZSa00xbC1SMjBGaXZhR2hkTXpmaFgySlNfQ1dpTXZ1TGNjVFNiczRTblVBV0ZucUo?oc=5" target="_blank">Grey-Box Bayesian Optimization for Sensor Placement in Assisted Living Environments</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Accelerating molecular simulations of proteins using Bayesian inference on weak information
PNASgeneral

Accelerating molecular simulations of proteins using Bayesian inference on weak information

<a href="https://news.google.com/rss/articles/CBMiXEFVX3lxTE1VRVRuZHlEQzMyT1lmRjQ3eERpd1NmNm5CNlItVlVOY3FsTUNlVjhkd3RvNGxNTThkWVVPS0gtQm53YUs4dnpDdFV2V1hwbUVLUldPTFdrV2ljNEdD?oc=5" target="_blank">Accelerating molecular simulations of proteins using Bayesian inference on weak information</a>  <font color="#6f6f6f">PNAS</font>

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Incorporating Deep Learning Into System Dynamics: Amortized Bayesian Inference for Scalable Likelihood-Free Parameter Estimation
Wiley Online Librarygeneral

Incorporating Deep Learning Into System Dynamics: Amortized Bayesian Inference for Scalable Likelihood-Free Parameter Estimation

<a href="https://news.google.com/rss/articles/CBMiaEFVX3lxTFB1T1RueGJmMHVKdkJvdExXdlBkdUV2ZXN1U0Y0UThhS2FHNThpU0JWdzN4N09pTkpSaE9XYi1DTXo3d3dCdVMxUmF3Qk5USldSUU85NmpVekZqckNsdDVyVFY2cU1sTzg0?oc=5" target="_blank">Incorporating Deep Learning Into System Dynamics: Amortized Bayesian Inference for Scalable Likelihood-Free Parameter Estimation</a>  <font color="#6f6f6f">Wiley Online Library</font>

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Bayesian blacksmithing: discovering thermomechanical properties and deformation mechanisms in high-entropy refractory alloys | npj Computational Materials
Naturegeneral

Bayesian blacksmithing: discovering thermomechanical properties and deformation mechanisms in high-entropy refractory alloys | npj Computational Materials

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5BNzFzZGRNam14WGJPNmV3TEdULWdLNG0xVG5zSkg3S0ZQdllLbUw5aUhHblRCTXRZaUFZS1ZDeFIzUWc5aWtvZmxsd0ZlcnFTUk5lcHlKQ1hZNVNiV3Nn?oc=5" target="_blank">Bayesian blacksmithing: discovering thermomechanical properties and deformation mechanisms in high-entropy refractory alloys | npj Computational Materials</a>  <font color="#6f6f6f">Nature</font>

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Realistic simulation of virtual multi-scale, multi-modal patient trajectories using Bayesian networks and sparse auto-encoders
Naturegeneral

Realistic simulation of virtual multi-scale, multi-modal patient trajectories using Bayesian networks and sparse auto-encoders

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBNZW0wbEhSeWJqRUdZTG0tUlpyQmRyNnBMR0pDU25SX2E4SE1uOGU0eUMyQ3BMUmoxSlVlM1FBWUVNSEtCUktweDV3cHRNX00tRjRVVV9xWlBTOGpKUWQ4?oc=5" target="_blank">Realistic simulation of virtual multi-scale, multi-modal patient trajectories using Bayesian networks and sparse auto-encoders</a>  <font color="#6f6f6f">Nature</font>

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