#computationalmodels 搜尋結果

Mathematical Methods in Data Science: Bridging Theory and Applications with Python clcoding.com/2025/10/mathem…

clcoding's tweet image. Mathematical Methods in Data Science: Bridging Theory and Applications with Python
clcoding.com/2025/10/mathem…

🚨 What do reasoning models actually learn during training? Our new paper shows base models already contain reasoning mechanisms, thinking models learn when to use them! By invoking those skills at the right time in the base model, we recover up to 91% of the performance gap 🧵

cvenhoff00's tweet image. 🚨 What do reasoning models actually learn during training?

Our new paper shows base models already contain reasoning mechanisms, thinking models learn when to use them!

By invoking those skills at the right time in the base model, we recover up to 91% of the performance gap 🧵

How do today's image models really perform when stress-tested on real-world tasks? Introducing ImagenWorld — a benchmark with explainable human evaluation revealing where and why models fail. - 6 generation & editing tasks × 6 visual domains - 20K+ human annotations with…

ComfyUI's tweet image. How do today's image models really perform when stress-tested on real-world tasks?

Introducing ImagenWorld — a benchmark with explainable human evaluation revealing where and why models fail.

- 6 generation & editing tasks × 6 visual domains
- 20K+ human annotations with…

Mathematics for machine learning in python : Linear Algebra, calculus, and statistics for AI and Data science clcoding.com/2025/09/mathem…

clcoding's tweet image. Mathematics for machine learning in python : Linear Algebra, calculus, and statistics for AI and Data science
clcoding.com/2025/09/mathem…

We worked with the @calai_app team to train a custom calorie estimation model for their core user flows. Today, this custom model powers 100% of their traffic, serving millions of users worldwide. The model is: - Better than GPT5 - 3x faster - 50% cheaper read it and weep 👇

0xSamHogan's tweet image. We worked with the @calai_app team to train a custom calorie estimation model for their core user flows. 

Today, this custom model powers 100% of their traffic, serving millions of users worldwide. 

The model is:
- Better than GPT5
- 3x faster
- 50% cheaper

read it and weep 👇

Efficient training of neural networks is difficult. Our second Connectionism post introduces Modular Manifolds, a theoretical step toward more stable and performant training by co-designing neural net optimizers with manifold constraints on weight matrices.…

thinkymachines's tweet image. Efficient training of neural networks is difficult. Our second Connectionism post introduces Modular Manifolds, a theoretical step toward more stable and performant training by co-designing neural net optimizers with manifold constraints on weight matrices.…

C2S-Scale is a new 27 billion parameter foundation model built on the Gemma family of open models that generated a novel hypothesis about cancer cellular behavior that we’ve confirmed with experimental validation in living cells. This discovery reveals a promising new pathway for…


New from Meta FAIR: Code World Model (CWM), a 32B-parameter research model designed to explore how world models can transform code generation and reasoning about code. We believe in advancing research in world modeling and are sharing CWM under a research license to help empower…


new research from Meta FAIR: Code World Model (CWM), a 32B research model we encourage the research community to research this open-weight model! pass@1 evals, for the curious: 65.8 % on SWE-bench Verified 68.6 % on LiveCodeBench 96.6 % on Math-500 76.0 % on AIME 2024 🧵

alexandr_wang's tweet image. new research from Meta FAIR: Code World Model (CWM), a 32B research model

we encourage the research community to research this open-weight model!

pass@1 evals, for the curious:

65.8 % on SWE-bench Verified
68.6 % on LiveCodeBench
96.6 % on Math-500
76.0 % on AIME 2024

🧵

Make the model bigger isn't the answer, AI models that understand symmetry and physics learn faster and need less data than those that don't. Building smart structure into AI beats brute force scaling

augustinabele's tweet image. Make the model bigger isn't the answer,

AI models that understand symmetry and physics learn faster and need less data than those that don't.

Building smart structure into AI beats brute force scaling

15 ChatGPT prompts for better research _____________ P.S. Meet Dreamina — the world’s #1 AI image model. It lets you create cinematic visuals, edit interactively, and export in 4K quality all in one seamless experience. bit.ly/MuhammadAyan

socialwithaayan's tweet image. 15 ChatGPT prompts for better research

_____________
P.S. Meet Dreamina — the world’s #1 AI image model. It lets you create cinematic visuals, edit interactively, and export in 4K quality all in one seamless experience.

bit.ly/MuhammadAyan

🚨 BREAKING: ByteDance just updated Dreamina, powered by Seedream 4.0 the AI image model that beat Nano Banana to rank #1 globally. It’s not just a generator. It’s your all-in-one creative studio 👇

socialwithaayan's tweet image. 🚨 BREAKING: ByteDance just updated Dreamina, powered by Seedream 4.0 the AI image model that beat Nano Banana to rank #1 globally.

It’s not just a generator. It’s your all-in-one creative studio 👇


How to Build a Machine Learning Model A Visual Guide to Learning Data Science 📖 towardsdatascience.com/how-to-build-a…

thedataprof's tweet image. How to Build a Machine Learning Model
A Visual Guide to Learning Data Science

📖 towardsdatascience.com/how-to-build-a…

A first ever! We used in vivo tagged #MRI to estimate axonal fiber elongation and brain deformation during mild neck rotation/extension in humans. Our model has major implications for future #TBI #ComputationalModels. Full details at bit.ly/3jIJtyc. #neurorad @DevaDChan


Not All Bits Are Equal: What We Learned From 1700 Experiments on Memory-Optimal Reasoning Given a fixed memory budget, how should you allocate across model weights, KV cache, and test-time compute to maximize accuracy in reasoning models? For example: would you choose a 32B,…

DimitrisPapail's tweet image. Not All Bits Are Equal: What We Learned From 1700 Experiments on Memory-Optimal Reasoning

Given a fixed memory budget, how should you allocate across model weights, KV cache, and test-time compute to maximize accuracy in reasoning models?

For example: would you choose a 32B,…
DimitrisPapail's tweet image. Not All Bits Are Equal: What We Learned From 1700 Experiments on Memory-Optimal Reasoning

Given a fixed memory budget, how should you allocate across model weights, KV cache, and test-time compute to maximize accuracy in reasoning models?

For example: would you choose a 32B,…
DimitrisPapail's tweet image. Not All Bits Are Equal: What We Learned From 1700 Experiments on Memory-Optimal Reasoning

Given a fixed memory budget, how should you allocate across model weights, KV cache, and test-time compute to maximize accuracy in reasoning models?

For example: would you choose a 32B,…

Complex systems interpret structured input to deliver precise computational outcomes.

SOSE_Hq's tweet image. Complex systems interpret structured input to deliver precise computational outcomes.

🧩 Thinking Machines’s mission is to make AI models predictable instead of inconsistent. For example, ask ChatGPT the same question a few times over, and you’re likely to get a wide range of answers. This has largely been accepted in the AI community as a fact — today’s AI…

rohanpaul_ai's tweet image. 🧩 Thinking Machines’s mission is to make AI models predictable instead of inconsistent.

For example, ask ChatGPT the same question a few times over, and you’re likely to get a wide range of answers. 

This has largely been accepted in the AI community as a fact — today’s AI…
rohanpaul_ai's tweet image. 🧩 Thinking Machines’s mission is to make AI models predictable instead of inconsistent.

For example, ask ChatGPT the same question a few times over, and you’re likely to get a wide range of answers. 

This has largely been accepted in the AI community as a fact — today’s AI…

Today Thinking Machines Lab is launching our research blog, Connectionism. Our first blog post is “Defeating Nondeterminism in LLM Inference” We believe that science is better when shared. Connectionism will cover topics as varied as our research is: from kernel numerics to…

thinkymachines's tweet image. Today Thinking Machines Lab is launching our research blog, Connectionism. Our first blog post is “Defeating Nondeterminism in LLM Inference”

We believe that science is better when shared. Connectionism will cover topics as varied as our research is: from kernel numerics to…


Two sides of the same scientific coin: #WetLab + #ComputationalModels! 🤝💡Integration of real-world data & virtual simulations enhances our understanding of complex systems What's your take on this synergy?

paulynamagana's tweet image. Two sides of the same scientific coin: #WetLab + #ComputationalModels! 🤝💡Integration of real-world data & virtual simulations enhances our understanding of complex systems What's your take on this synergy?

We released CWM, a 32B LLM for code reasoning, agents, and world modeling research🚀 (pre/mid/post checkpoints, tech report, RL envs, inference stack): github.com/facebookresear…. I'm fortunate to lead Agentic RL and co-lead joint RL training, empowering CWM as a reasoning agent 🧵

YuxiangWei9's tweet image. We released CWM, a 32B LLM for code reasoning, agents, and world modeling research🚀 (pre/mid/post checkpoints, tech report, RL envs, inference stack): github.com/facebookresear….

I'm fortunate to lead Agentic RL and co-lead joint RL training, empowering CWM as a reasoning agent 🧵

Prof. Shyam Diwakar, Director, Amrita Mind Brain Center, spoke on “Digital Brain Twins: Multiscale Modelling of Neurons & Brain Circuits” at #SYMRESEARCH 2.0, @symbiosistweets, Pune, highlighting how #computationalmodels & #simulation advance understanding of #brain function.

MindBrainCenter's tweet image. Prof. Shyam Diwakar, Director, Amrita Mind Brain Center, spoke on “Digital Brain Twins: Multiscale Modelling of Neurons & Brain Circuits” at #SYMRESEARCH 2.0, @symbiosistweets, Pune, highlighting how #computationalmodels & #simulation advance understanding of #brain function.
MindBrainCenter's tweet image. Prof. Shyam Diwakar, Director, Amrita Mind Brain Center, spoke on “Digital Brain Twins: Multiscale Modelling of Neurons & Brain Circuits” at #SYMRESEARCH 2.0, @symbiosistweets, Pune, highlighting how #computationalmodels & #simulation advance understanding of #brain function.
MindBrainCenter's tweet image. Prof. Shyam Diwakar, Director, Amrita Mind Brain Center, spoke on “Digital Brain Twins: Multiscale Modelling of Neurons & Brain Circuits” at #SYMRESEARCH 2.0, @symbiosistweets, Pune, highlighting how #computationalmodels & #simulation advance understanding of #brain function.

Online Expert Training: Physically-Based Flood Simulation Models in Urban Areas 🌍 🗓️ May 14, 2025 ⏰ 10:00 AM 💻 Zoom 🔗 Register: artifact-project.com/knowledge-hub/… #FloodModeling #UrbanFloods #ComputationalModels #UrbanPlanning

Artifact2025's tweet image. Online Expert Training: Physically-Based Flood Simulation Models in Urban Areas 🌍

🗓️ May 14, 2025
⏰ 10:00 AM
💻 Zoom

🔗 Register: artifact-project.com/knowledge-hub/…

#FloodModeling #UrbanFloods #ComputationalModels #UrbanPlanning

• RESEARCHERS FROM CITECHCARE AND THE UNIVERSITY OF SÃO PAULO DEVELOP A MATHEMATICAL MODEL TO STUDY ALZHEIMER DISEASE (AD)• The article in #Neurocomputing presents neural #computationalmodels that simulate memory failures (MF) similar to the human MF. doi.org/10.1016/j.neuc…

ciTechCare's tweet image. • RESEARCHERS FROM CITECHCARE AND THE UNIVERSITY OF SÃO PAULO DEVELOP A MATHEMATICAL MODEL TO STUDY ALZHEIMER DISEASE (AD)•
The article in #Neurocomputing presents neural #computationalmodels that simulate memory failures (MF) similar to the human MF. doi.org/10.1016/j.neuc…

Unlocking the mysteries of complex biological systems is now possible with computational models. A recent PLOS study explores their potential to transform healthcare and research. #ComputationalModels #BiologicalInsights Read more: journals.plos.org/ploscompbiol/a…


🚨 Opportunity Alert! 🚨 Join our project Change is Key! as a Postdoc studying Lexical Semantic Change with cutting-edge computational tools at the University of Gothenburg. 📌 Apply by Dec 18, 2024 web103.reachmee.com/ext/I005/1035/… #PostdocOpportunity #Linguistics #ComputationalModels


Happy to present at the Multidisciplinary #DecisionScience Meeting hosted by @decisioncenter & @DondersInst, sharing the stage w/amazing researchers who use #computationalmodels in their work. Grateful to share my research on how we (@SanfeyLab) use models to study #inequality.

SarahVahed's tweet image. Happy to present at the Multidisciplinary #DecisionScience Meeting hosted by @decisioncenter & @DondersInst, sharing the stage w/amazing researchers who use #computationalmodels in their work. Grateful to share my research on how we (@SanfeyLab) use models to study #inequality.
SarahVahed's tweet image. Happy to present at the Multidisciplinary #DecisionScience Meeting hosted by @decisioncenter & @DondersInst, sharing the stage w/amazing researchers who use #computationalmodels in their work. Grateful to share my research on how we (@SanfeyLab) use models to study #inequality.
SarahVahed's tweet image. Happy to present at the Multidisciplinary #DecisionScience Meeting hosted by @decisioncenter & @DondersInst, sharing the stage w/amazing researchers who use #computationalmodels in their work. Grateful to share my research on how we (@SanfeyLab) use models to study #inequality.
SarahVahed's tweet image. Happy to present at the Multidisciplinary #DecisionScience Meeting hosted by @decisioncenter & @DondersInst, sharing the stage w/amazing researchers who use #computationalmodels in their work. Grateful to share my research on how we (@SanfeyLab) use models to study #inequality.

"Discovering a single combinator base for Concatenative Combinatory Logic. A fascinating exploration by Remo Dentato. Unveiling the power of minimalism in computational models. #CombinatoryLogic #Minimalism #ComputationalModels" ift.tt/anA4fLr


"...In this context, the book provides an introduction to computational complexity analysis and to which questions and problems this may be applied in cognitive science..." For all 👇 #cogist #cogistrecommendations #computationalmodels #cognitivescience #cognition

cog_ist's tweet image. "...In this context, the book provides an introduction to computational complexity analysis and to which questions and problems this may be applied in cognitive science..."

For all 👇

#cogist #cogistrecommendations #computationalmodels #cognitivescience #cognition
cog_ist's tweet image. "...In this context, the book provides an introduction to computational complexity analysis and to which questions and problems this may be applied in cognitive science..."

For all 👇

#cogist #cogistrecommendations #computationalmodels #cognitivescience #cognition

💡Development of 🔢#computationalmodels for analysis & prediction that feature a number of landscape layers, infrastructure & crop management #data! Agent-based modelling on 🐝 #beebehavior in Ireland 🇮🇪 & Italy 🇮🇹 at #PoshBee2021! #beehealth #EUpollinators


Check out our chapter on #computationalmodels for #teamwork in #intelligenttutoringsystems We extended the #BKT to #teamwork and introduced a new framework for #multimodal #data #CALM

AlinaVdav's tweet image. Check out our chapter on #computationalmodels for #teamwork in #intelligenttutoringsystems We extended the #BKT to #teamwork and introduced a new framework for #multimodal #data #CALM

Our paper using #computationalmodels and #transcriptomics in #malaria reveals novel host protective mechanisms against #Plasmodium falciparum! Check it out in @NatureMicrobiol (rdcu.be/bG4qN)!! Amazing team work and collaborators:@acunningID, Hyun Jae Lee @mthbretscher

AthinaofAthens's tweet image. Our paper using #computationalmodels and #transcriptomics in #malaria reveals novel host protective mechanisms against #Plasmodium falciparum! Check it out in @NatureMicrobiol (rdcu.be/bG4qN)!! Amazing team work and collaborators:@acunningID, Hyun Jae Lee @mthbretscher

Two sides of the same scientific coin: #WetLab + #ComputationalModels! 🤝💡Integration of real-world data & virtual simulations enhances our understanding of complex systems What's your take on this synergy?

paulynamagana's tweet image. Two sides of the same scientific coin: #WetLab + #ComputationalModels! 🤝💡Integration of real-world data & virtual simulations enhances our understanding of complex systems What's your take on this synergy?

1/4: Our Ocean Modeling team works with #computationalmodels like ECCO-Darwin to build a better understanding of Earth scale systems.

running_tide's tweet image. 1/4: Our Ocean Modeling team works with #computationalmodels like ECCO-Darwin to build a better understanding of Earth scale systems.

Join and present your research at the [BC]2 workshop on #ComputationalModels in #Biology: a few presentations slots are available for researchers working in #DataAnnotation, #Biocuration and #FAIR biological model development. Learn more: tinyurl.com/c9nwy68 @sylvain_soliman

BC2Conference's tweet image. Join and present your research at the [BC]2 workshop on #ComputationalModels in #Biology: a few presentations slots are available for researchers working in #DataAnnotation, #Biocuration and #FAIR biological model development.
Learn more: tinyurl.com/c9nwy68
@sylvain_soliman

Brilliant case study by Indian Institute of Science on crowd management ( Kumbh Mela) #computationalModels #Wearables #imageprocessing #EnterpriseCloudDay2018@saplabsindia

Parmar_Yoginder's tweet image. Brilliant case study by Indian Institute of Science on crowd management ( Kumbh Mela) #computationalModels #Wearables #imageprocessing #EnterpriseCloudDay2018 ⁦@saplabsindia⁩

#RegulatoryNetworks can be described using a #LogicalModel, but with the growing amount of models, how should we properly annotate & curate them? Find out by joining the “Annotation and curation of #ComputationalModels in #biology” workshop at #BC2basel: goo.gl/UKxWaw

BC2Conference's tweet image. #RegulatoryNetworks can be described using a #LogicalModel, but with the growing amount of models, how should we properly annotate & curate them?

Find out by joining the “Annotation and curation of #ComputationalModels in #biology” workshop at #BC2basel: goo.gl/UKxWaw

Are you in need of CF963 Computational Models in Economics and Finance Assignment Help!! Order Now on WhatsApp: +44 141 628 6080! #CF963 #ComputationalModels #Economics #Finance #AssignmentHelp #Solution #UniversityofEssex #AssessmentWritingService #HND #BTEC #HNC

bellajohnson8's tweet image. Are you in need of CF963 Computational Models in Economics and Finance Assignment Help!! Order Now on WhatsApp: +44 141 628 6080!
#CF963 #ComputationalModels #Economics #Finance #AssignmentHelp #Solution #UniversityofEssex #AssessmentWritingService #HND #BTEC #HNC

Joining the CSAAW article discussion today: Walbert et al.'s "Countries as Agents in a Global-Scale Computational Model"? Today at noon Weiser Hall Room 730. #Walbert #computationalmodels

UMICHCS's tweet image. Joining the CSAAW article discussion today:  Walbert et al.'s "Countries as Agents in a Global-Scale Computational Model"?  Today at noon Weiser Hall Room 730. #Walbert #computationalmodels

The Center for Reproducible Biomedical Modeling would like to invite you to participate in our seminar this Monday, March. 9th. We will hear from on their efforts to understand #cardiactissue using #computationalmodels. (1/5)

reprobiomodels's tweet image. The Center for Reproducible Biomedical Modeling would like to invite you to participate in our seminar this Monday, March. 9th. We will hear from on their efforts to understand #cardiactissue using #computationalmodels. 
(1/5)

Call for Papers: for a new JOV special issue on Visual #Metacognition. We invite not only research papers on new behavioral work, but also neural studies as well as related #ComputationalModels. For more info: tinyurl.com/24yb659k #NeuralNetworks #VisionScience #OpenAccess

ARVOJOV's tweet image. Call for Papers: for a new JOV special issue on Visual #Metacognition. 

We invite not only research papers on new behavioral work, but also neural studies as well as related #ComputationalModels.

For more info: tinyurl.com/24yb659k #NeuralNetworks #VisionScience #OpenAccess

KG Ss make #computationalmodels to show animals need certain things to survive and they get those things in the places they live @ScratchJr #NGSS #systems #STEAM


A recent article @ARVOjov aims are to use #computationalmodels to understand the neural mechanisms responsible for #cortical function. This article is about contrast response in the macaque's primary #visualcortex, V1. Read more: tinyurl.com/y6wsgcp6 @NYU_CNS #SpotlightOnJOV

ARVOJOV's tweet image. A recent article @ARVOjov aims are to use #computationalmodels to understand the neural mechanisms responsible for #cortical function. This article is about contrast response in the macaque's primary 
#visualcortex, V1.

Read more: tinyurl.com/y6wsgcp6 @NYU_CNS #SpotlightOnJOV

Certum Quod Factum: How Formal Models Contribute to the Theoretical and Empirical Robustness of Organization Theory ow.ly/l3kQ30pYhJD #formalmodels #computationalmodels #simulations #researchmethods

Journal_of_Mgmt's tweet image. Certum Quod Factum: How Formal Models Contribute to the Theoretical and Empirical Robustness of Organization Theory ow.ly/l3kQ30pYhJD #formalmodels #computationalmodels #simulations #researchmethods

Did you miss Andrea Hasenstaub's #SWCSeminar? Check out our latest Q&A on supporting adaptive changes in sound processing @UCSF#MondayBlogs #AuditoryCortex #ComputationalModels #SoundProcessing ow.ly/PwfV30mFu2O

SWC_Neuro's tweet image. Did you miss Andrea Hasenstaub's #SWCSeminar? Check out our latest Q&A on supporting adaptive changes in sound processing @UCSF#MondayBlogs #AuditoryCortex #ComputationalModels #SoundProcessing ow.ly/PwfV30mFu2O

Thrilled to bring you Dr. Smaranda Muresan, research scientist at the @DSI_Columbia Data Science Institute to present a free webinar next Wed Aug 28 (open to the public), presented by HISTP. Register: buff.ly/31oAJnl #computationalmodels #datascience #DataScientist

ColumbiaSIG's tweet image. Thrilled to bring you Dr. Smaranda Muresan, research scientist at the @DSI_Columbia Data Science Institute to present a free webinar next Wed Aug 28 (open to the public), presented by HISTP. Register: buff.ly/31oAJnl
#computationalmodels #datascience #DataScientist

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