100 Examples of sentences containing the common noun "tensor"

Definition

A tensor is a mathematical object that generalizes scalars, vectors, and matrices to higher dimensions. Tensors are used in various fields such as physics, engineering, and computer science to describe physical properties, perform transformations, and represent data structures. They can be thought of as multi-dimensional arrays that can encapsulate linear relationships between geometric vectors, scalars, and other tensors.

Synonyms

• Multidimensional array
• Mathematical object
• Data structure (in certain contexts)

Antonyms

• Scalar (for zero-dimensional tensors)
• Vector (for one-dimensional tensors)
• Matrix (for two-dimensional tensors)

Examples

1. The researcher decided to tensor the data to improve the analysis.
2. In machine learning, we often tensor input features to enhance model performance.
3. The physicist used a method to tensor the equations for better clarity.
4. It is crucial to tensor the results correctly to avoid computational errors.
5. In deep learning, we need to tensor images before feeding them into the network.
6. The engineer will tensor the material properties for the simulation.
7. To represent the data efficiently, we must tensor it into a higher dimension.
8. The computational model requires us to tensor the variables appropriately.
9. It is essential to tensor the gradients during backpropagation in neural networks.
10. They will tensor the measurements to analyze the physical phenomena.
11. The team aims to tensor the results for a more robust analysis.
12. Before executing the algorithm, we should tensor the inputs properly.
13. In relativity, physicists need to tensor the spacetime metrics.
14. The software allows users to tensor complex datasets seamlessly.
15. The mathematician will tensor the functions to simplify the problem.
16. We can tensor the image data to improve the resolution.
17. They plan to tensor the statistics for a clearer understanding.
18. The model requires us to tensor the parameters for optimal performance.
19. Researchers are trying to tensor the findings for better dissemination.
20. The algorithm will tensor the variables to reduce computational load.
21. The physicist used software to tensor the equations of motion.
22. It is vital to tensor the input data to achieve accurate predictions.
23. The analysis team will tensor the survey results for deeper insights.
24. To visualize the data, we must first tensor it into a suitable format.
25. The study aims to tensor various aspects of climate data.
26. The engineer will tensor the stress-strain relationships during testing.
27. They need to tensor the vectors to compute the resultant force.
28. The team is working to tensor the parameters of the simulation model.
29. In robotics, we often tensor sensory information for processing.
30. To establish a relationship, we must tensor the relevant attributes.
31. The software update allows us to easily tensor 3D models.
32. The physicist will tensor the wave functions for analysis.
33. It is essential to tensor the properties of the materials being tested.
34. The students were taught how to tensor the data for their projects.
35. They decided to tensor their findings to increase credibility.
36. The research group will tensor their results for publication.
37. The algorithm needs us to tensor the data for better performance.
38. They prefer to tensor the inputs before executing complex calculations.
39. The model requires us to tensor the observations for accuracy.
40. The scientist aims to tensor the effects of the variables involved.
41. The team will tensor the data to identify patterns.
42. To analyze the results, we should tensor them into a coherent structure.
43. The program is designed to tensor large datasets efficiently.
44. The researchers will tensor the information to derive conclusions.
45. They need to tensor the layers in the neural network properly.
46. The physicist used advanced methods to tensor the quantum states.
47. To enhance performance, we must tensor the features effectively.
48. The analyst plans to tensor the findings for clarity and precision.
49. The team is working to tensor the input data for better results.
50. The mathematician explained how to tensor complex equations.
51. The software can efficiently tensor high-dimensional arrays.
52. The researchers will tensor their observations for further analysis.
53. It is essential to tensor the variables before drawing conclusions.
54. The team intends to tensor the signals to improve communication.
55. We should tensor the data to facilitate machine learning tasks.
56. The physicist will tensor the curvature of spacetime.
57. They need to tensor the input for accurate modeling.
58. The method allows us to tensor the data into manageable chunks.
59. The student was able to tensor the problem effectively.
60. The researchers often need to tensor the experimental data.
61. They will tensor the outcomes to understand the experiment better.
62. The software can tensor data seamlessly for analysis.
63. The engineer decided to tensor the mechanical properties for the simulation.
64. The team must tensor the results to meet the publication standards.
65. The algorithm is designed to tensor inputs to enhance processing speed.
66. The physicist worked hard to tensor the complex equations.
67. The data scientists want to tensor their findings for clarity.
68. They plan to tensor the results of the study for publication.
69. The team needs to tensor the input vectors for accurate calculations.
70. In physics, we often need to tensor the equations of motion.
71. The students will tensor their research data for the presentation.
72. The advanced model requires us to tensor the parameters.
73. The technician will tensor the measurements to ensure accuracy.
74. To perform the calculations, we must tensor the values correctly.
75. The researchers aimed to tensor the results for better comprehension.
76. The engineer used a method to tensor the structural properties.
77. They will tensor the findings to analyze the trends.
78. The physicist aimed to tensor the dynamics of the system.
79. The software allows users to tensor data with ease.
80. The model will tensor the dependencies of various factors.
81. The analysis requires us to tensor the data for accuracy.
82. To improve predictions, we should tensor the input features.
83. The scientist plans to tensor the variables to simplify the analysis.
84. The research team will tensor their observations for clarity.
85. They need to tensor the data to facilitate better understanding.
86. The mathematician demonstrated how to tensor complex relationships.
87. The algorithm has been optimized to tensor data efficiently.
88. The team intends to tensor the results for a comprehensive report.
89. The physicist will tensor the properties of the material being studied.
90. They often need to tensor the input data for accurate results.
91. The researchers will tensor their findings to enhance clarity.
92. The software can tensor multiple datasets simultaneously.
93. The engineer aims to tensor the parameters for simulations.
94. It is crucial to tensor the relationships for proper analysis.
95. The team will tensor the data to identify key patterns.
96. The mathematician explained how to tensor the functions involved.
97. The algorithm needs to tensor the inputs for effective processing.
98. The researcher must tensor the observations to derive valid conclusions.
99. In machine learning, we often tensor data to improve efficiency.
100. The physicist will tensor the metrics of the experiment for analysis.