Dávid Natingga博士.D.

使用线性优化(Google or工具), 根据电池价格找到最佳电池尺寸, charge rate, capacity, 以及电池可以变现的机会, 包括能源交易, balancing, and storage.

Turned a meter into a smart meter using its raw current and voltage data to track devices for consumption and predictive maintenance. Challenged state-of-the-art research and invented new robust algorithms and techniques to reach near-perfect performance for device disaggregation (accuracy over 99%).

给电动汽车充电可能比人们想象的要复杂得多. 每辆电动汽车都有不同的充电优先级, 有不同的最小和最大充电电流, 使用不同的阶段. These phases may be shuffled while the EV charging station's grid connection has limitations, 这是许多警告中的几个.

David has developed and successfully deployed a smart EV charging algorithm that takes care of the whole process using clever mathematics, 优化技术, 还有启发式算法.

A deep convolutional neural network to detect and classify images of animals into three categories: cats, dogs, and pandas. 我创建了模型, which was an adaptation of a general pre-trained VGG16 model to offset the limited amount of training data available. 模型在验证数据上的分类准确率达到97%以上.

The Math Glass puzzle for Android phones uses simple arithmetic operations to provide an intellectual challenge at various difficulty levels. 小学生可以解决初级水平. At later levels, one discovers that the human brain is too limited to test all the possible combinations to find the solution; this is where mathematical ingenuity is required to find shortcuts to success. In the end, a diligent player will discover basic tricks of number theory.

一个简单的安卓谜题，伴随着一个名叫索菲亚的角色. She is a baby mathematician who uses the beauty of mathematics at various levels of difficulty to find out the hidden digit in the number you are thinking of.

你知道索菲亚是怎么猜出隐藏数字的吗?

Implemented a simple quantum simulator in Rust with a quantum complete set of gates. This simple simulation works by computing the complex probability amplitudes for all the possible qubit measurements. The code deals with well-known concepts in quantum mechanics such as the Bloch sphere, superposition, entanglement, 测不准原理, collapse, and more.