#symbolicregression resultados da pesquisa
Fascinating cosmology seminar today by Harry Desmond from @UoPCosmology on Exhaustive #SymbolicRegression - amazing to see reconstructions of equations from cosmological data! Do let me know if you've seen other great examples of this kind of technique!

What is #SymbolicRegression? Find out in Shirley Ho's #ACMTechTalk (live now or check it out on demand later).

.@danielequercia I'm fond of their @Eureqa software nutonian.com/products/eureq… #symbolicRegression

🧠 Olaris Journal Club highlight: Symbolic Regression = interpretable AI for real-world science. 🔹 Better NMR insights 🔹 More trust in ML 🔹 Easier regulatory validation 👏 Led by our Data Engineer,nJowin! #AI #SymbolicRegression #DataScience #OlarisInsights

Excited for the GP3 track with three best paper candidates @GECCO2019. First up, Iwo Błądek on #symbolicregression under formal constraints.

So, if Own_MoSHBODS_Rating_Off = A Own_MoSHBODS_Rating_Def = B Opponent_MoSHBODS_Rating_Off = C Opponent_MoSHBODS_Rating_Def = D VPV_Own = E the following simple equation has an MAE of 29.04 for 2000 to 2020. I really should've spotted it earlier. #SymbolicRegression

Day 5-6 of #100DaysOfCode Completed reading basics of #SymbolicRegression & #GeneticProgramming Planning to write a code tomorrow & apply it on basic physics. For e.g. I wish to experiment if the model can figure out the simple equation for Newton’s law of gravitation.

⚠️New paper alert ⚠️ Improving Genetic Programming for Symbolic Regression with Equality Graphs exploits e-graphs to generate equivalent expressions proposes new operators that creates unvisited expressions during the search. #GECCO2025 #SymbolicRegression #GeneticProgramming

Can computer construct density functionals in the symbolic form? I would like to share with you our latest work on machine learning applying to density functional theory -- Evolving symbolic density functionals (arxiv.org/abs/2203.02540) #SymbolicRegression #ProgramSynthesis 1/3

Preprint available, new classification algorithm, ClaSyCl (Classification through Symbolic Regression and Clustering). Tested over 525 datasets. #MachineLearning #SymbolicRegression #DataScience #GeneticProgramming #Classification #Clustering #AI drive.google.com/file/d/1tlSoR9…

Here's a little summary of the #symbolicregression in Physical Sciences meeting hosted at the #royalsociety . Plenty of interesting discussions and perspectives for the future of SR: linkedin.com/posts/gabriel-…
Simplified #SymbolicRegression with upcoming #Jenetics version 5.0. #GeneticAlgorithm #GeneticProgramming github.com/jenetics/jenet…


Impressive. @milescranmer of @Princeton uses deep neural networks to predict what equations best explain complex and high dimension physics problems. It’s another fundamental advance in using #AI to better understand our universe. #SymbolicRegression youtu.be/HKJB0Bjo6tQ
youtube.com
YouTube
Interpretable Deep Learning for New Physics Discovery
New preprint, SyRBo: Symbolic-Regression Boosting. By adding a small number of boosting stages to a symbolic regressor, results can often be significantly improved. #MachineLearning #SymbolicRegression #GeneticProgramming #Regression drive.google.com/file/d/13v9Ghs… @moorejh

Many thanks to @DataSciColumbia for hosting the fascinating talk by Dr.Ho @cosmo_shirley on how #DeepLearning is being employed in Cosmology. In particular her group's work on #GraphNeuralNetwork and #SymbolicRegression to extract physical relations is #Ubercool. #DeepLearning

LASR: A Novel Machine Learning Approach to Symbolic Regression Using Large Language Models itinai.com/lasr-a-novel-m… #AI #SymbolicRegression #LASR #ArtificialIntelligence #ScientificDiscovery #ai #news #llm #ml #research #ainews #innovation #artificialintelligence #machinelearn…

J Chem. Theory Comput. Improving #SymbolicRegression for Predicting #Materials Properties with Iterative Variable Selection @JCIM_JCTC #Perovskites #variableselection pubs.acs.org/doi/10.1021/ac…
pubs.acs.org
Improving Symbolic Regression for Predicting Materials Properties with Iterative Variable Selection
Symbolic regression offers a promising avenue for describing the structure–property relationships of materials with explicit mathematical expressions, yet it meets challenges when the key variables...
Discovering an #equation hidden in raw data http://is.gd/5eilv #SymbolicRegression #GeneticAlgorithm #MachineLearning #Eureqa
Paper by @moorejh and myself accepted by Genetic Programming and Evolvable Machines: "Symbolic-Regression Boosting" (kinda boosting "trick" for #symbolicregression...) drive.google.com/file/d/13v9Ghs… @GPEMthejournal #MachineLearning #geneticprogramming #evolutionaryalgorithm #boosting

Fascinating cosmology seminar today by Harry Desmond from @UoPCosmology on Exhaustive #SymbolicRegression - amazing to see reconstructions of equations from cosmological data! Do let me know if you've seen other great examples of this kind of technique!

Here's a little summary of the #symbolicregression in Physical Sciences meeting hosted at the #royalsociety . Plenty of interesting discussions and perspectives for the future of SR: linkedin.com/posts/gabriel-…
🧠 Olaris Journal Club highlight: Symbolic Regression = interpretable AI for real-world science. 🔹 Better NMR insights 🔹 More trust in ML 🔹 Easier regulatory validation 👏 Led by our Data Engineer,nJowin! #AI #SymbolicRegression #DataScience #OlarisInsights

This paper will be presented at #GECCO2025 but you can already read the pre-print at arxiv.org/abs/2501.17859 The source-code and binaries are available at github.com/folivetti/srtr… together with additional info. #GECCO2025 #SymbolicRegression #GeneticProgramming
⚠️(another) New paper alert rEGGression: an Interactive and Agnostic Tool for the Exploration of Symbolic Regression Models introduces a new tool for symbolic models that allow the user to go beyond the traditional Pareto front. #GECCO2025 #SymbolicRegression #GeneticProgramming
⚠️New paper alert ⚠️ Improving Genetic Programming for Symbolic Regression with Equality Graphs exploits e-graphs to generate equivalent expressions proposes new operators that creates unvisited expressions during the search. #GECCO2025 #SymbolicRegression #GeneticProgramming

Time is on your side? Yes it is! The deadline for the #symbolicregression workshop at #gecco2025, was just extended to April 2nd! We are looking forward for your submissions! More info: heal.heuristiclab.com/research/symbo…
You are all preparing some cool papers for #symbolicregression workshop at #gecco2025, right? Just remember, the deadline is on March 26! Share your new and cool ideas with this ever growing community! More info: heal.heuristiclab.com/research/symbo…
5 PhD positions for a project on Wireless THz Communication between TU Wien and University of Applied Sciences Upper Austria. One of such positions is about equation learning with #symbolicregression . Don't miss this opportunity! More info: jobs.tuwien.ac.at/Job/246521
We have a date! #symbolicregression workshop at #gecco2025 now has a deadline: March 26. Be sure to share your cool ideas with us heal.heuristiclab.com/research/symbo…
遺伝的プログラミングと記号回帰手法 | Nature Research Intelligence #GeneticProgramming #SymbolicRegression #ExplainableAI #SBGP prompthub.info/89187/
prompthub.info
遺伝的プログラミングと記号回帰手法 | Nature Research Intelligence - プロンプトハブ
要約: 遺伝的プログラミング(GP)は進化的アルゴリズムであり、シンボリック回帰の領域で問題を解決するためにコ
Hey #symbolicregression folks! Are you working on something novel, crazy, bound to uncover the secrets of the universe? Don't keep it to yourself, join us at #gecco2025 SymReg workshop and let's discuss it over a coffee: heal.heuristiclab.com/research/symbo… (deadline tbd) #geneticprogramming
This is my 3rd Q1-ranked international journal with 'CCDS, IIT Kharagpur' affiliation. Please share among your networks and cite the article wherever applicable. Online link of the article: pubs.aip.org/aip/pof/articl… #DrSatyasaranChangdar #PINNs #SymbolicRegression #MachineLearning
My collaborative research work with international collaboration, #UniversityofCopenhagen, Denmark, has been published in a Q1-ranked SCIE international journal, Physics of Fluids (I.F.: 4.1). Heartiest congratulations to all the coauthors. @UCPH_Research @IITKgp @AIP_Publishing



In this particular paper, we study the effects of ill-conditioning and overparameterization when optimizing the parameters of #symbolicregression with #geneticprogramming
New Paper from State Key Laboratory of Solidification Processing, Northwestern Polytechnical University🧐🥳 Topic: Simple formula learned via #machinelearning for creep rupture life prediction of high-temperature #titaniumalloys oaepublish.com/articles/jmi.2… #SymbolicRegression

Symbolic regression with PySR uncovered the underlying formula behind the noise data, achieving a precise match after several iterations. The process demonstrated remarkable consistency in capturing the original mathematical structure. #DataScience #SymbolicRegression #PySR #AI
LASR: A Novel Machine Learning Approach to Symbolic Regression Using Large Language Models itinai.com/lasr-a-novel-m… #AI #SymbolicRegression #LASR #ArtificialIntelligence #ScientificDiscovery #ai #news #llm #ml #research #ainews #innovation #artificialintelligence #machinelearn…

📊 Struggling with noisy time series data? Discover how symbolic regression can help you cut through the noise and improve model accuracy. Here's a deep dive: buff.ly/3XKp1TW #DataScience #SymbolicRegression #TimeSeries #ML
What happens when AI meets symbolic regression? Patterns in sequences are emerging, revealing conjectures that might just reshape mathematical theory. #AI #Math #SymbolicRegression ```python from sympy import symbols, Eq n = symbols('n') conjecture = Eq(n**2 + n + 1, (n+1)**2 -…
Fascinating cosmology seminar today by Harry Desmond from @UoPCosmology on Exhaustive #SymbolicRegression - amazing to see reconstructions of equations from cosmological data! Do let me know if you've seen other great examples of this kind of technique!

.@danielequercia I'm fond of their @Eureqa software nutonian.com/products/eureq… #symbolicRegression

Excited for the GP3 track with three best paper candidates @GECCO2019. First up, Iwo Błądek on #symbolicregression under formal constraints.

What is #SymbolicRegression? Find out in Shirley Ho's #ACMTechTalk (live now or check it out on demand later).

🧠 Olaris Journal Club highlight: Symbolic Regression = interpretable AI for real-world science. 🔹 Better NMR insights 🔹 More trust in ML 🔹 Easier regulatory validation 👏 Led by our Data Engineer,nJowin! #AI #SymbolicRegression #DataScience #OlarisInsights

Day 5-6 of #100DaysOfCode Completed reading basics of #SymbolicRegression & #GeneticProgramming Planning to write a code tomorrow & apply it on basic physics. For e.g. I wish to experiment if the model can figure out the simple equation for Newton’s law of gravitation.

Can computer construct density functionals in the symbolic form? I would like to share with you our latest work on machine learning applying to density functional theory -- Evolving symbolic density functionals (arxiv.org/abs/2203.02540) #SymbolicRegression #ProgramSynthesis 1/3

☝️#Symbolicregression models with @AbzuAI's #QLattice can be used to search and select relevant chemical and structural properties of #peptides to develop #anticancer #drugs 👉 Quick #tutorial #drugdiscovery #ai #explainableai #ainews #MachineLearning abzu.ai/articles/pepti…

Preprint available, new classification algorithm, ClaSyCl (Classification through Symbolic Regression and Clustering). Tested over 525 datasets. #MachineLearning #SymbolicRegression #DataScience #GeneticProgramming #Classification #Clustering #AI drive.google.com/file/d/1tlSoR9…

New preprint, SyRBo: Symbolic-Regression Boosting. By adding a small number of boosting stages to a symbolic regressor, results can often be significantly improved. #MachineLearning #SymbolicRegression #GeneticProgramming #Regression drive.google.com/file/d/13v9Ghs… @moorejh

LASR: A Novel Machine Learning Approach to Symbolic Regression Using Large Language Models itinai.com/lasr-a-novel-m… #AI #SymbolicRegression #LASR #ArtificialIntelligence #ScientificDiscovery #ai #news #llm #ml #research #ainews #innovation #artificialintelligence #machinelearn…

Simplified #SymbolicRegression with upcoming #Jenetics version 5.0. #GeneticAlgorithm #GeneticProgramming github.com/jenetics/jenet…


⚠️New paper alert ⚠️ Improving Genetic Programming for Symbolic Regression with Equality Graphs exploits e-graphs to generate equivalent expressions proposes new operators that creates unvisited expressions during the search. #GECCO2025 #SymbolicRegression #GeneticProgramming

So, if Own_MoSHBODS_Rating_Off = A Own_MoSHBODS_Rating_Def = B Opponent_MoSHBODS_Rating_Off = C Opponent_MoSHBODS_Rating_Def = D VPV_Own = E the following simple equation has an MAE of 29.04 for 2000 to 2020. I really should've spotted it earlier. #SymbolicRegression

Paper by @moorejh and myself accepted by Genetic Programming and Evolvable Machines: "Symbolic-Regression Boosting" (kinda boosting "trick" for #symbolicregression...) drive.google.com/file/d/13v9Ghs… @GPEMthejournal #MachineLearning #geneticprogramming #evolutionaryalgorithm #boosting

Modern science generates tremendous amounts of data. Reduce data by employing symbolic regression. 👉bit.ly/3cuNTd3 cc:@ipfconline1 @SpirosMargaris #deeplearning #symbolicregression

New Paper from State Key Laboratory of Solidification Processing, Northwestern Polytechnical University🧐🥳 Topic: Simple formula learned via #machinelearning for creep rupture life prediction of high-temperature #titaniumalloys oaepublish.com/articles/jmi.2… #SymbolicRegression

RT Symbolic Regression: The Forgotten Machine Learning Method dlvr.it/Rlzk0n #datascience #symbolicregression #artificialintelligence #ai

Many thanks to @DataSciColumbia for hosting the fascinating talk by Dr.Ho @cosmo_shirley on how #DeepLearning is being employed in Cosmology. In particular her group's work on #GraphNeuralNetwork and #SymbolicRegression to extract physical relations is #Ubercool. #DeepLearning

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