Diffusion models Jobs

I'm launching a project that requires the use of pycalphad, a Python library, to calculate tip velocity and the radius of the tip using Ivantsov equations. Specifically, the task involves: - Writing Python code in line with a model system I will provide details on. - Working with data that needs to be collected, since I have none pre-existing. While I expect you to have an innate ability to adapt and figure out where and how to source the required data, I am willing to provide assistance as needed. Ideal skills and experience for this job: - Proficient in using Python, specifically the pycalphad library. - Experience with Ivantsov equations and knowledge on tip velocity/radius calculations. - Proven experience in data gathering, particularly for scientific or mathematical computatio...

I'm in need of an expert in Score-Based and Probabilistic Diffusion Models for seismic inversion work. Implementation phase is the key focus. Key Requirements and Deliverables: - Proficiency in Python is a must. You'll be responsible for implementing the model using this language. - Expertise in Score-Based and Probabilistic Diffusion Models, particularly in the context of seismic inversion. Ideal Skills: - Strong programming skills, particularly with Python. - Ability to work through implementation challenges independently. - Prior experience with seismic inversion / inverse problem projects is a plus but not required. If you're an expert in these models and have the necessary Python skills, I'm looking forward to hearing from you. This is the code we want to im...