Variational example sentences

"Variational" Example Sentences

1. Variational methods are crucial in solving complex physics problems.
2. The paper explores a new variational approach to image segmentation.
3. His research focuses on variational inequalities and their applications.
4. We employed a variational Bayesian method for parameter estimation.
5. A variational autoencoder is used for dimensionality reduction.
6. The results demonstrate the superiority of the variational approach over traditional methods.
7. This variational principle underlies much of classical mechanics.
8. Understanding variational calculus is essential for advanced physics students.
9. The variational inference technique yielded promising results.
10. She presented a novel variational framework for machine learning.
11. Variational calculus provides a powerful tool for optimization.
12. The model exhibits variational behavior under certain conditions.
13. He is an expert in variational methods and their applications in engineering.
14. The algorithm uses a variational update rule for efficient learning.
15. Variational techniques are increasingly important in modern data analysis.
16. We observed variational changes in gene expression.
17. The study highlights the variational nature of the system.
18. His dissertation focused on variational principles in quantum mechanics.
19. Variational data assimilation improves weather forecasting accuracy.
20. The team developed a new variational method for solving PDEs.
21. This chapter introduces the fundamentals of variational calculus.
22. They are investigating variational methods for image denoising.
23. The variational problem is well-posed under these assumptions.
24. Variational methods offer a flexible approach to optimization.
25. A variational inequality describes the equilibrium condition.
26. The algorithm converges rapidly using a variational scheme.
27. Recent advances in variational inference have revolutionized Bayesian modeling.
28. Variational methods are used extensively in computational fluid dynamics.
29. The software implements a variational approach to solving the problem.
30. The lecture covered variational principles and their applications.
31. She is pioneering new applications of variational methods.
32. The variational formulation simplifies the analysis considerably.
33. It’s a variational problem, not a deterministic one.
34. We adopted a variational approach to parameter estimation.
35. The variational approximation is remarkably accurate.
36. Variational methods are a powerful tool in optimization.
37. Their research focuses on developing novel variational algorithms.
38. The variational principle is a cornerstone of physics.
39. Understanding variational inference is essential for Bayesian machine learning.
40. The book provides a comprehensive introduction to variational calculus.
41. This approach utilizes a variational Bayesian framework.
42. We observed significant variational effects in the experiment.
43. The model incorporates a variational constraint.
44. The solution is obtained via a variational method.
45. Variational methods are particularly useful for ill-posed problems.
46. The paper presents a new variational approach to image reconstruction.
47. The analysis relies on the variational formulation of the problem.
48. It is a variational Bayesian method for sparse signal recovery.
49. The variational inequality characterizes the optimal solution.
50. Solving the variational problem requires advanced techniques.