#Machine_Learning_and_PDEs_Workshop, ,April 28-30, 2025, FAU, #Germany
Next year, on April 28 – 30, 2025, our FAU MoD, Research Center for Mathematics of Data is hosting the “Machine Learning and PDEs” workshop (#MLPDES25).
#Areas ! (Not limited)
• Control and PDE methods for universal approximation and data classification
• Mean field analysis of neural networks
• ML applications in traffic flow modeling and autonomous driving
• ML and numerical simulation in bio-mechanics and micro-fluidics
#REGISTRATION
Registration is #free but #mandatory.
Registration link: https://dcn.nat.fau.eu/mlpdes25-registration/
For more details, please click on the given link:
https://mod.fau.eu/events/mlpdes25/
#science #workshop #machinelearning #PDE #engineering #maths #research #researchers #control #theory #DataDriven

#postdocposition #vacancy #maths #umea universitet
The Department of Mathematics and Mathematical Statistics is offering a postdoctoral scholarship within the project “Generative mixture of linear models by DNN co-supervision”. The scholarship is full-time for two years, with access on May 1, 2025 or by agreement.
For details, see the link:
https://umustipendie.varbi.com/en/what:job/jobID:780609/
#pic_courtesy: from the wall of the Department of Mathematics and Mathematical Statistics.
Also see at: https://www.linkedin.com/in/rishikesh-yadav-a14a3016b/ (for details)

Please inform me of any updates in mathematics, statistics, or engineering, and I will share them here. My goal is to disseminate this information so that many people can benefit from it.

Thanks!

#2500_double_pendulums. #Varying_initial_angles: domains of chaos and order.
Double Pendulum is the simplest mechanical system without friction and external forcing that demonstrates chaos. Integrable systems (none-chaotic) require the number of independent conserved quantities to match the number of degrees of freedom.
A visualization is given via using the Wolfram.
For details, click on the given link: https://community.wolfram.com/groups/-/m/t/3328657

Just Amazing! #maths #number

Are #polynomial_features the root of all #evil?

The approximation power of a model is its ability to represent the “reality” we would like to learn. Typically, approximation power increases with the complexity of the model - more parameters mean more power to represent any function to arbitrary precision. Polynomials are no different - higher degree polynomials can represent functions to higher accuracy. However, more parameters make it difficult to estimate these parameters from the data.
More details, can be seen in terms of the Bernstein polynomials with a proper justification using python:

https://alexshtf.github.io/2024/01/21/Bernstein.html

#bernstein #python #maths #research #researchers #useful #polynomials #machine

#Mini_Course January 11 - 12, 2025 (Online)
#Perturbation_theory_of_eigenvalues_of_matrices by Prof. Tanvi Jain
Registration link: (By January 8, 2025)
https://docs.google.com/.../1FAIpQLSeh4etHXWlqJ8.../viewform
For more details, click on the given link: https://iwm.org.in/upcoming-events

Just an amazing!
Happy new Year!
As we approach the edge of 2024, let us reflect on the positive and negative slopes of the life vs. time graph. Whether this year was meant for you to win or not, one thing remains constant - the hands of the clock will keep moving and so must we.
A new year is knocking, and a fresh start is brimming - and as the clock strikes midnight, let us open our hearts to endless possibilities of a new chapter being written - a chapter that will hold the formulas to integrate happiness, differentiate negativity and solve every problem of the upcoming year. Let’s make sure that this year our life-defining function’s first derivative is zero and the second derivative is negative; meaning we will climb new heights never to fall again. And remember, even the smallest change can set off a chain of impactful events, just like the butterfly effect.
Happy New Year!
#Copied #notredamemathclub

#Postdoctoral_scholarship (2 years) in hashtag#Discrete_Mathematics, Department of Mathematics and Mathematical Statistics, hashtag#Umeå_University, Sweden.

Umeå University is offering a postdoctoral scholarship within the project “Bridg-it revisited: Maker-Breaker connection and percolation games”. The postdoctoral scholarship is funded and administered by the Kempe Foundation.

The purpose of the project is to pursue research in discrete mathematics, with a particular emphasis on combinatorial game theory, and on extremal and probabilistic combinatorics.


For more details, click on the given link: https://www.umu.se/en/work-with-us/postdoctoral-scholarships/postdoctoral-scholarship-2-years-in-discrete-mathematics_780863/

#postdoc #openposition #umeåuniversity #sweden #postdocvacancy #maths #discretemathematics

The 2025 AWM Research Symposium, May 16 — 18, 2025, University of Wisconsin-Madison.



⭐️ Apply by January 15, 2025 to present a poster on your research at the 2025 AWM Research Symposium!

⭐️ AWM is accepting submissions from recent PhDs, graduate students, and undergraduate math majors who will be juniors or seniors in the Fall of 2025.

⭐️ If your poster is selected, you will also be eligible for partial travel reimbursement.





👉 All genders are welcome to apply.



For more details, click on the given link: https://awm-math.org/meetings/awm-research-symposium/



#AWM

#AWMMath

#Research

#Mathematics

#WomenInMath

#NSF

#UWMadison

#2025_Fields_Undergraduate_Summer_Research_Program



📣 The deadline for student applications for the 2025 Fields Undergraduate Summer Research Program is Monday, January 27th, at 1:00 PM (EST).



Link for application: https://survey.alchemer.com/s3/8115482/FUSRP-2025-Student-Application





#science

#student

#fields

#maths

#graduate

#program

📢 #Applications Now Open: #IMU_Breakout_Graduate_Fellowship_Program

The IMU Breakout Graduate Fellowship Program, established in 2016 through the generosity of the Breakthrough Prize in Mathematics winners, provides full funding for exceptional postgraduate students from developing countries to pursue a Ph.D. in the mathematical sciences.

Eligibility:
Nominees must be citizens, residents, and conduct their studies in countries listed as Developing Countries by the IMU.

🔔 Nominations #Deadline: May 31, 2025
Professional mathematicians are invited to nominate highly motivated students who meet the program’s criteria.

For detailed information and application guidelines, visit: https://www.mathunion.org/cdc/scholarships/graduate-scholarships/imu-breakout-graduate-fellowship-program

#maths #science #student #program #application #IMU

📢 #Postdoctoral_Position (scholarship)

Department of Mathematics and Mathematical Statistics, Umeå University, #Sweden is offering a postdoctoral scholarship within the project “Efficient computational methods for wave propagation”.

The scholarship is full-time for two years starting September 1st, or by agreement.

For details, click the following link: https://umustipendie.varbi.com/se/what:job/jobID:798954/

Apply by March 14, 2025.

#maths #science #research #researcher #postdoctoral #vacancy #positions

Postdoc vacancy at the Department of Mathematics and Mathematical Statistics, Umeå University, Sweden
#Postdoctoral_position #deeplearning #maths #science #umea universitet

Details: https://umu.varbi.com/en/what:job/jobID:802275/

📢 #Postdoctoral_scholarship (Postdoc position), Umeå University, Sweden.

Open position for a postdoctoral scholarship in mathematical modelling and transport analysis.

This scholarship is part of a research initiative to develop an activity-based transport model for the Umeå region. The project is conducted in collaboration between Umeå University and KTH Royal Institute of Technology and involves cooperation with municipal and regional stakeholders.

For more details, click on the given link: https://umustipendie.varbi.com/en/what:job/jobID:806497/

#umea universitet #maths #Postdoctoral_position #postdoc #science #research #researcher #vacancy #students #faculty

📢 #Postdoctoral_opportunity in Discrete Mathematics, Umeå University, Sweden

Department of Mathematics and Mathematical Statistics, is offering a postdoctoral scholarship within the project “Bounds for Pancake Sorting and Analysis of the Pancake Graph”


🗓 Application deadline: April 30

Details: https://umustipendie.varbi.com/en/what:job/jobID:806306/

#umea universitet #maths #postdoctoral_scholarship #Postdoctoral_position #postdoc #maths #scholarships #research #researcher #students #science

What Is the Necessity of #Bias in Neural Networks?

#bias - the constant terms that are introduced to reduce errors in neural networks.

Read the article in detail:
https://www.turing.com/kb/necessity-of-bias-in-neural-networks?

#NN #machine_learning #ml #neural_network #article #optimization #Research #researchers #mathematics #science #technology #engineering #students

#Masaki_Kashiwara has #won the 2025 #Abel_Prize “for his fundamental contributions to algebraic analysis and representation theory.” https://abelprize.no/

In his early 20s, he established the theory of D-modules, a powerful framework for understanding systems of partial differential equations using methods from algebra and geometry. This work was foundational in establishing the burgeoning field of algebraic analysis. But it also had a surprising influence in representation theory, a branch of math that makes it easier to study important but abstract collections of symmetries.

Kashiwara continued to shape these fields throughout his career.

Read more about algebraic analysis: https://www.quantamagazine.org/groups-underpin-modern-math-heres-how-they-work-20240906/

Read more about representation theory:
https://www.quantamagazine.org/the-useless-perspective-that-transformed-mathematics-20200609/

Also see: https://abelprize.no/article/2025/japanese-mathematician-masaki-kashiwara-awarded-abel-prize-2025

#The_Best_Way_to_Traverse_a_Graph

Dijkstra’s algorithm was long thought to be the most efficient way to find a graph’s best routes. Researchers have now proved that it’s “hashtag#universally_optimal.”

https://www.quantamagazine.org/computer-scientists-establish-the-best-way-to-traverse-a-graph-20241025/

#Dijkstra #algorithm #science #graph

Postdoc vacancy! One may Apply!

Details: https://umustipendie.varbi.com/en/what:job/jobID:817897/