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Uncertainty Toolbox: A Software Toolbox for Quantifying Uncertainty and More
Lead StoryDepartment of Energy (.gov)tech
Jan 13

Uncertainty Toolbox: A Software Toolbox for Quantifying Uncertainty and More

<a href="https://news.google.com/rss/articles/CBMiswFBVV95cUxPaDZIM2RHa1c3SEgyb0RhbUdFMzNVVkdsUjFxU1NqcnNTaTdSb0k4RGMwRFR6b0RuNng2VjIwcTJqZ0FBa04tcWw3bl9lTkV4VGZ4aEtmVks0ZlAzc0hhTmtUVV9fS3otdGlGdnl4LXk4OGdMUDNTUWVnSXdwUFVGWlN4dHhlSFF5b2dlMlNHN0xaSnp4dEM0amtsdl9RejhXbGNfUWt4ZmJmUkFqYTY4eWs4NA?oc=5" target="_blank">Uncertainty Toolbox: A Software Toolbox for Quantifying Uncertainty and More</a>  <font color="#6f6f6f">Department of Energy (.gov)</font>

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Search Results for "Quantifying uncertainty t"

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29 stories displayed
A novel approach to quantify out-of-distribution uncertainty in Neural and Universal Differential Equations
Naturetech

A novel approach to quantify out-of-distribution uncertainty in Neural and Universal Differential Equations

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE83MllOVEZmQkhZcnlmS29CWi1QRmtHekplSFpadkt5WVg1clpQYmhUbmhSWXdRNFNLMGdxTEFWbkpXc05qbnBGenZ2aVlrcFB5T3pUUVBfTGVtTWFpVTZR?oc=5" target="_blank">A novel approach to quantify out-of-distribution uncertainty in Neural and Universal Differential Equations</a>  <font color="#6f6f6f">Nature</font>

Prediction and uncertainty quantification of drought in North Benin
Cambridge University Press & Assessmenttech

Prediction and uncertainty quantification of drought in North Benin

<a href="https://news.google.com/rss/articles/CBMihgJBVV95cUxQSm5RYWR4d0tyWlltM0VHZ0RycUloV2F3LVF0NXV0Y3NUYjdJcW1VejhQYjRLWExtX1lVcElqQ2t4aWR0cXRHR0t5bERqQmFmZlJpLURneW9ndGtUcDFyY3kzWlN4SjBDem9LeWtTMklpR0RZeDFhenZPM3RUcUJfR0N6UFhMRDUzSzNzMFJmWHBUT2JQdEhzbm1WUFZPNDk1M1ZuYVBrdDJLV3dXejNkNXRPWFR0MUpXS054SUxjOWU4QkRyVnFTc2NneFk3NEJmUTJNOXU1NG5PZ2g3bzd5S1lSOFU2WVRUUVNJV1haWUUzRHB2UHN2T0JWX0l6ZC1YTjN3U2tR?oc=5" target="_blank">Prediction and uncertainty quantification of drought in North Benin</a>  <font color="#6f6f6f">Cambridge University Press & Assessment</font>

Introduction to Deep Evidential Regression for Uncertainty Quantification
Towards Data Sciencetech

Introduction to Deep Evidential Regression for Uncertainty Quantification

<a href="https://news.google.com/rss/articles/CBMiqAFBVV95cUxQNVJtNUlhZG9Sa0pocDY0R2ptYmVCamdRLXZ5ZWpPQWVldk9sUzNNT2xoUnpzX0p4Mmotb1BHbVlSUGhEX0YyU1UwODhPcnZlNGFYb0dEWDl2aUpOY3BwRnBjNmFrUDVaZTF0Z25oZFpaZm9XRlNpblB4aE01OTJqUGNoS2pjXy1GY2ZZSHJQbnh5N3hZZlVsWU4zMncwbWdvM0dlUXIxNHE?oc=5" target="_blank">Introduction to Deep Evidential Regression for Uncertainty Quantification</a>  <font color="#6f6f6f">Towards Data Science</font>

A multi-fidelity tabular prior-data fitted network model for accurate prediction and uncertainty quantification
Naturetech

A multi-fidelity tabular prior-data fitted network model for accurate prediction and uncertainty quantification

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9jOFc0V05mbWR3Z1F4NzlPb2RCSXRpODZZTjNYc2ZzNldneThsajM3aFpuV1hfblZzLWo3T0ZIdnBsSG4yakM5dWJIU3NIVWN6WVNlRGRtZFNKSndrTG9B?oc=5" target="_blank">A multi-fidelity tabular prior-data fitted network model for accurate prediction and uncertainty quantification</a>  <font color="#6f6f6f">Nature</font>

Preprint: Robustly Quantifying Uncertainty in International Avian Influenza A(H5N1) Infection Fatality Ratios
Avian Flu Diarytech

Preprint: Robustly Quantifying Uncertainty in International Avian Influenza A(H5N1) Infection Fatality Ratios

<a href="https://news.google.com/rss/articles/CBMifkFVX3lxTE1pdW4tYllaWlV1T2s2NzZjVjRQZUtxNjlQcmM3MGJkM2dtTUhrTE9ndEdrckxGLWtjZUNkeEVuR1FhQy1WNTZic0h1UGRjdnBCT2tZOEFzc0NFT1JmNEFldVVkeloyQ0NiWWFpTDJaN2U3emtSQ2FYRnRyVVBIdw?oc=5" target="_blank">Preprint: Robustly Quantifying Uncertainty in International Avian Influenza A(H5N1) Infection Fatality Ratios</a>  <font color="#6f6f6f">Avian Flu Diary</font>

If/Then: Ignoring the Benefits of Air Pollution Regulations Will Lead to Worse Policy Decisions
Resources Magazinetech

If/Then: Ignoring the Benefits of Air Pollution Regulations Will Lead to Worse Policy Decisions

<a href="https://news.google.com/rss/articles/CBMi0wFBVV95cUxPT05SMG9mZU1DaTk0NUtKdDRkOHVXaE96MEJTejNGZWVNMlRxTmR2dGMwUE8xWk4xZWZWWnF2UDBxUUhxY1VlbnJkZ1hvLWlDWXRyeEtfZmJwZGVabXZVa0tfOHl1ZlZrZlZHTXVoR0llSTNRREJVdUs2dzM4X0RUaDlHVUh5SDdUTWlTM2dfVndhYzdfeXFxYkQ0WlJyYW5lOHlXQkZlTXh0M2d1Wk5JQlg4LVI3Mks2VGI5TDh6cGxoUjdTQno0c3ZLcndQNGVlZ053?oc=5" target="_blank">If/Then: Ignoring the Benefits of Air Pollution Regulations Will Lead to Worse Policy Decisions</a>  <font color="#6f6f6f">Resources Magazine</font>

Quantum Uncertainty Reduced With Stored Information
Quantum Zeitgeisttech

Quantum Uncertainty Reduced With Stored Information

<a href="https://news.google.com/rss/articles/CBMid0FVX3lxTFBuYWR3VEdob0wwcjhhQXdZdWFMT1RKNjlXZ2FRSkxVSDlESXlzdkFhR2lMRzF3MlUwX3hncVBzMUhjUy1LdU9seHFiaWtad1QxNWFfdUpJU09VX2lVRVd1bE5URWtZQWZTT2NzeVBFckJLdVpCd2Zv?oc=5" target="_blank">Quantum Uncertainty Reduced With Stored Information</a>  <font color="#6f6f6f">Quantum Zeitgeist</font>

Quantifying uncertainty of machine learning methods for loss given default
Frontierstech

Quantifying uncertainty of machine learning methods for loss given default

<a href="https://news.google.com/rss/articles/CBMisAFBVV95cUxPa2M0MWFQQkV0SEZkbHFTQkRvQjVvNEQ5X08xdnRZMENLS0VkN3lQMkZ6NDAwQ0FuSkFCdHVwQTBfM3BiMjJicWZERlFUMFNtM2d0Wm9iLTJ1WmJtTzhRb2hVcmVyejdpZDVhMDhrd3RfNUJkcUlWT1p6Z3RvcUpwNHV6UC1qVThCZXlMWFI5LVp5YnNkS0RrTFVFRTZGeENxWm92OXFCZEtZNE54SUppUA?oc=5" target="_blank">Quantifying uncertainty of machine learning methods for loss given default</a>  <font color="#6f6f6f">Frontiers</font>

What is uncertainty quantification?
IBMtech

What is uncertainty quantification?

<a href="https://news.google.com/rss/articles/CBMia0FVX3lxTFBJeF94d1lhVDhRRGlBUUctcnMxTzZiWk94ZGYzM2s0VGZWcmJpYVFmcWgwN2tUYTJMUW9KVnNYTVZjMjNpZ3lpeHprcHphaHRRX2FwcjEtcl9nLThnREpxUURJZ0F5cW4zSnNF?oc=5" target="_blank">What is uncertainty quantification?</a>  <font color="#6f6f6f">IBM</font>

Key Concepts in AI Safety: Reliable Uncertainty Quantification in Machine Learning
CSET | Center for Security and Emerging Technologytech

Key Concepts in AI Safety: Reliable Uncertainty Quantification in Machine Learning

<a href="https://news.google.com/rss/articles/CBMivwFBVV95cUxPSXNsdjVSNmZQODhLLXBqZnB1UnlYTjI3cEJXWkNEN1J3RmRQOXdxOEVIYUdaMzBlZWFYZllad0U2Mm9iZnFORjZ6UDJUNmJUY3JyMjQ1LVVzeGd2RDlRTGtia1JJb2x0cGVPVVJuWUJGd3VKc1Zoa05lRF9uN045Vm5kUF9nTVRmQ0VIclFWdjNMVXg5Wk93UG5qdV9PRkt2RzlWUGdFbkhnWWFVZEVsVzVCTkFrMGVfZ1VZLTFBNA?oc=5" target="_blank">Key Concepts in AI Safety: Reliable Uncertainty Quantification in Machine Learning</a>  <font color="#6f6f6f">CSET | Center for Security and Emerging Technology</font>

Quantifying uncertainty sources in an ensemble of hydrological climate‐impact projections
AGU Publicationstech

Quantifying uncertainty sources in an ensemble of hydrological climate‐impact projections

<a href="https://news.google.com/rss/articles/CBMieEFVX3lxTE9La3N3VjBGeFVhejA3ajZ2bmlKQWxxN0pyOXl5dHBOUUdsRWtNMWVMVGc4MkRYamxCUnVIMHBhbklOOGZzWGVWb0Z2NnhuQTB3c2k0X2dxNlI3WVJxMFl5NEFTejBxWVBpbml5WlBFNFd1TTh3YkxQMw?oc=5" target="_blank">Quantifying uncertainty sources in an ensemble of hydrological climate‐impact projections</a>  <font color="#6f6f6f">AGU Publications</font>

Uncertainty analysis of physical-based carbon accounting in cotton T-shirt manufacturing
Naturetech

Uncertainty analysis of physical-based carbon accounting in cotton T-shirt manufacturing

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5UU1NoSTBSM0ZFNWJrU2xHNHQ0ZmFydDRZRlFpTzIxX2RYTl9HdTctQ1NBblFDQlVSaWN3ak02VncyT3dndTM4QzdNa293Um9wb1lKeVVPYzV3T240ZUc4?oc=5" target="_blank">Uncertainty analysis of physical-based carbon accounting in cotton T-shirt manufacturing</a>  <font color="#6f6f6f">Nature</font>

Uncertainty quantification of machine learning models to improve streamflow prediction under changing climate and environmental conditions
Frontierstech

Uncertainty quantification of machine learning models to improve streamflow prediction under changing climate and environmental conditions

<a href="https://news.google.com/rss/articles/CBMiigFBVV95cUxPS1pIZHVkR3E1cllFYTJya0JaeTdxbEMzNU1KLVdvMXNGMm1FVkVXX24wRFhkUVhwcDZEZ3RrUXI1bkN5amNYeGpvd2NadTdpdm9HZmFPaGFoX0JxMVJCR213RTBpR2VyOXdSWlNQMlpTNE9xcHlmUjhEWmZTbVNpLWJHdlF4RUxFY1E?oc=5" target="_blank">Uncertainty quantification of machine learning models to improve streamflow prediction under changing climate and environmental conditions</a>  <font color="#6f6f6f">Frontiers</font>

A general framework for quantifying uncertainty at scale
Naturetech

A general framework for quantifying uncertainty at scale

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBvc2N5b2c5TnJvaWFUM3dIRUxrNmtzR1VaREZqOS1NdWp2UUl6N0hwNHdBaEdSTWFaQno4WkNaOTlYeHM4aTNxRVdQa21NZkJ2TUF1NWpLWU90Zm5CcHFJ?oc=5" target="_blank">A general framework for quantifying uncertainty at scale</a>  <font color="#6f6f6f">Nature</font>

Quantifying uncertainty in protein representations across models and tasks
Naturetech

Quantifying uncertainty in protein representations across models and tasks

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1sdWpnWGxZRE50QzN0SmZjX0E5WGVES1J0MnJpY2NDc2JzdlBsSGNIRTM0aEN4V29VWTNhWjFYQU1LUlN3blhXaDVtZlVneldlVnNKVTM0anhBLXZZYlZn?oc=5" target="_blank">Quantifying uncertainty in protein representations across models and tasks</a>  <font color="#6f6f6f">Nature</font>

Quantifying both socioeconomic and climate uncertainty in coupled human–Earth systems analysis
Naturetech

Quantifying both socioeconomic and climate uncertainty in coupled human–Earth systems analysis

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9iWXdWcG8wOTgtVlhtaU5uZ0JnOW9KUGFYZERpZHcydnZQcHBsZVBGS1dfclJJcXVjT2hEdHpzeXoteEFhbkNYbVdvbWU3U1dzclFuOFJBMXphd1NkXzNj?oc=5" target="_blank">Quantifying both socioeconomic and climate uncertainty in coupled human–Earth systems analysis</a>  <font color="#6f6f6f">Nature</font>

Uncertainty quantification for probabilistic machine learning in earth observation using conformal prediction
Naturetech

Uncertainty quantification for probabilistic machine learning in earth observation using conformal prediction

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBqZG0yOGpBeWRxTmlmVGJsZC1PckI5UVVVc2VYMzQ5WnNKczAwcmNudVNPOW1ON01UcXNSellmTzFMdEIzM2p1UDFBZXNfYmIzVTFkOHJKQWNGWkpELUpn?oc=5" target="_blank">Uncertainty quantification for probabilistic machine learning in earth observation using conformal prediction</a>  <font color="#6f6f6f">Nature</font>

Uncertainty quantification in multivariable regression for material property prediction with Bayesian neural networks
Naturetech

Uncertainty quantification in multivariable regression for material property prediction with Bayesian neural networks

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE55MmpQZnlPSjlKY2ZsRHdfYldDWGhrYWdoRl9wb3kwaVhVZ2tOOExLcW1UUG8tdnJBNzYwbDh3VGM4MkE5YXJUWk1PM052TUY1d3gyVTZqQlNaNFV3MGE0?oc=5" target="_blank">Uncertainty quantification in multivariable regression for material property prediction with Bayesian neural networks</a>  <font color="#6f6f6f">Nature</font>

Quantifying the unknown impact of segmentation uncertainty on image-based simulations
Naturetech

Quantifying the unknown impact of segmentation uncertainty on image-based simulations

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5PeldEOHFjRWFKSzJmaUNUM1JRN1Bqc2dta3QybWg3c3JoZ3UxaU5sVDJfem8yT1ZEdlNZOGxoNzJDenJnazQwemRUV1BEZlkwcXFzZXFQTFE4UFo5RV9z?oc=5" target="_blank">Quantifying the unknown impact of segmentation uncertainty on image-based simulations</a>  <font color="#6f6f6f">Nature</font>

Digital methods to quantify sensor output uncertainty in real time
Naturetech

Digital methods to quantify sensor output uncertainty in real time

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5qUWdNNTdoTHozMjVMNWJLdzBuazByd2xzclhKYk5VMzRNRk11bWZiNjE2U2tabjVHWTl2UjE4NTZ5NnZGXzliLWVzN2dDUGhQOG5idWp3eHdhaDd5MWhJ?oc=5" target="_blank">Digital methods to quantify sensor output uncertainty in real time</a>  <font color="#6f6f6f">Nature</font>

Quantifying the uncertainty of LLM hallucination spreading in complex adaptive social networks
Naturetech

Quantifying the uncertainty of LLM hallucination spreading in complex adaptive social networks

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE92WDNnb2liaF9lb19HM3lGM0hhZ2swbHFHLVFEUXVDaktWdkozNTZlak83a096SkNJYXZBVWg2QnJEMy1vbmtGT0VMYXdXZVdSRzE3N0M1TmI1ZUVBUXk4?oc=5" target="_blank">Quantifying the uncertainty of LLM hallucination spreading in complex adaptive social networks</a>  <font color="#6f6f6f">Nature</font>

AmnioML: Amniotic Fluid Segmentation and Volume Prediction with Uncertainty Quantification
The Association for the Advancement of Artificial Intelligencetech

AmnioML: Amniotic Fluid Segmentation and Volume Prediction with Uncertainty Quantification

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE8wdkdZaTR1VDdYcDVHTmdMSm5yTy1zT1h2akt0SDdXY2UtS0x1M1VjdUh1MWFLWHhaSnVLU21TemNUREZ4cUdOeldrbDhfbUFzR3hwQzdwZDFuaUtkZGQxZ3hpQ3E?oc=5" target="_blank">AmnioML: Amniotic Fluid Segmentation and Volume Prediction with Uncertainty Quantification</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Quantifying deep neural network uncertainty for atrial fibrillation detection with limited labels
Naturetech

Quantifying deep neural network uncertainty for atrial fibrillation detection with limited labels

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9OWEpiTGVYcmU3Zlp1Z1loRlJ2ZUJQWjRiOXpMb1ZFSEROZVhMM3R3bmZrSnVER0Rva1lTTHY0M1J1aWFKUW4zbl9laDRqaTVrWnlST0hKNW5EVkxETFlB?oc=5" target="_blank">Quantifying deep neural network uncertainty for atrial fibrillation detection with limited labels</a>  <font color="#6f6f6f">Nature</font>

Can AI get the right answer from noisy data?
Los Alamos National Laboratory (.gov)tech

Can AI get the right answer from noisy data?

<a href="https://news.google.com/rss/articles/CBMic0FVX3lxTE8wYU1lNllicW9sT256Tk9DU1haVW9nb2RNTHhDbm5FOXg0TW9XRy13aWVQOXY5cmZNZUpLRnRyV0RCX01jaXZna3cyWGloNkxEa2pLQkdZMl9HQnFaelU5NkZZaW54cVY0cm94WFl4czhjSHc?oc=5" target="_blank">Can AI get the right answer from noisy data?</a>  <font color="#6f6f6f">Los Alamos National Laboratory (.gov)</font>

Uncertainty quantification for misspecified machine learned interatomic potentials
Naturetech

Uncertainty quantification for misspecified machine learned interatomic potentials

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1kNkVya3N0djNwZVZMejNINGR1ZURkWGhMdlQ3YjFtQUVjSGJYQ3RFZklXbkt3NFMwaFhzaVd0QmNwNkZTTEhiY1BNdkkwdzdJTGF6RFBEUkNEOTVEc2hZ?oc=5" target="_blank">Uncertainty quantification for misspecified machine learned interatomic potentials</a>  <font color="#6f6f6f">Nature</font>

Uncertainty Quantification for Forward and Inverse Problems of PDEs via Latent Global Evolution
The Association for the Advancement of Artificial Intelligencetech

Uncertainty Quantification for Forward and Inverse Problems of PDEs via Latent Global Evolution

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFBNQnlfUTBiTlNmMV81Nk1kS0s5bl9ENWhLSEZ3TGVsT1BnZXg4QTcxQk1KNDRvWUZpQi04bFJ1OHJxazFZeENDZUxGSXdSVnRFQnhLMTJZbFZjeFFZOHdtVUo1Z28?oc=5" target="_blank">Uncertainty Quantification for Forward and Inverse Problems of PDEs via Latent Global Evolution</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Automated optimization and uncertainty quantification of convergence parameters in plane wave density functional theory calculations | npj Computational Materials
Naturetech

Automated optimization and uncertainty quantification of convergence parameters in plane wave density functional theory calculations | npj Computational Materials

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5Bb09PaWhKQmxmXzJUOFpTUU1kR1J6cjliQmlrcHIwRmxTdzRReUR2VEZpZlZCRno3cnFuYUQ4LXpsWDk1dkFMaVRfWnNsQzVjdlFjTHFJZEQ0N0UtN3FB?oc=5" target="_blank">Automated optimization and uncertainty quantification of convergence parameters in plane wave density functional theory calculations | npj Computational Materials</a>  <font color="#6f6f6f">Nature</font>

Physics-Informed Multi-Task Learning for Battery State of Health Prediction with Uncertainty Quantification
The Association for the Advancement of Artificial Intelligencetech

Physics-Informed Multi-Task Learning for Battery State of Health Prediction with Uncertainty Quantification

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE5ET21CcEJTU2VQa1ZiaEpNTG1ZZHo3Z3NNeVgwNFJMT0VrRnNsdzluSHFfXzI5ZG9iOVdVQXVhMFFkcVV0bFAyUXM2Ymx0eEFJN1BFVU1IWTBoZ3FyRXB5TUhma0k?oc=5" target="_blank">Physics-Informed Multi-Task Learning for Battery State of Health Prediction with Uncertainty Quantification</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Uncertainty-aware machine learning to predict non-cancer human toxicity for the global chemicals market
Naturetech

Uncertainty-aware machine learning to predict non-cancer human toxicity for the global chemicals market

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1HR01QQnpPaUJtUFJkUjNBNlBjQjlHdEpvNEZDRmhpOXp6VTQ0Y1BzUEl5M0lFYzRyRzFQZlJxZGxuX0FSOC1nZllCRVA5ZkRjdGQ3VlI2eWlmM2VyRUlZ?oc=5" target="_blank">Uncertainty-aware machine learning to predict non-cancer human toxicity for the global chemicals market</a>  <font color="#6f6f6f">Nature</font>

"Quantifying uncertainty t" — Live Google News Trends & Headlines