diff --git a/kmath-tensors/src/commonTest/kotlin/space/kscience/kmath/tensors/core/TestDoubleTensorAlgebra.kt b/kmath-tensors/src/commonTest/kotlin/space/kscience/kmath/tensors/core/TestDoubleTensorAlgebra.kt
index 205ae2fee..8657a8dd9 100644
--- a/kmath-tensors/src/commonTest/kotlin/space/kscience/kmath/tensors/core/TestDoubleTensorAlgebra.kt
+++ b/kmath-tensors/src/commonTest/kotlin/space/kscience/kmath/tensors/core/TestDoubleTensorAlgebra.kt
@@ -132,6 +132,27 @@ internal class TestDoubleTensorAlgebra {
             468.0, 501.0, 534.0, 594.0, 636.0, 678.0, 720.0, 771.0, 822.0
         ))
         assertTrue(res45.shape contentEquals intArrayOf(2, 3, 3))
+
+        val oneDimTensor1 = fromArray(intArrayOf(3), doubleArrayOf(1.0, 2.0, 3.0))
+        val oneDimTensor2 = fromArray(intArrayOf(3), doubleArrayOf(4.0, 5.0, 6.0))
+        val resOneDimTensors = oneDimTensor1.dot(oneDimTensor2)
+        assertTrue(resOneDimTensors.mutableBuffer.array() contentEquals doubleArrayOf(32.0))
+        assertTrue(resOneDimTensors.shape contentEquals intArrayOf(1))
+
+        val twoDimTensor1 = fromArray(intArrayOf(2, 2), doubleArrayOf(1.0, 2.0, 3.0, 4.0))
+        val twoDimTensor2 = fromArray(intArrayOf(2, 2), doubleArrayOf(5.0, 6.0, 7.0, 8.0))
+        val resTwoDimTensors = twoDimTensor1.dot(twoDimTensor2)
+        assertTrue(resTwoDimTensors.mutableBuffer.array() contentEquals doubleArrayOf(19.0, 22.0, 43.0, 50.0))
+        assertTrue(resTwoDimTensors.shape contentEquals intArrayOf(2, 2))
+
+        val oneDimTensor3 = fromArray(intArrayOf(2), doubleArrayOf(1.0, 2.0))
+        val resOneDimTensorOnTwoDimTensor = oneDimTensor3.dot(twoDimTensor1)
+        assertTrue(resOneDimTensorOnTwoDimTensor.mutableBuffer.array() contentEquals doubleArrayOf(7.0, 10.0))
+        assertTrue(resOneDimTensorOnTwoDimTensor.shape contentEquals intArrayOf(2))
+
+        val resTwoDimTensorOnOneDimTensor = twoDimTensor1.dot(oneDimTensor3)
+        assertTrue(resTwoDimTensorOnOneDimTensor.mutableBuffer.array() contentEquals doubleArrayOf(5.0, 11.0))
+        assertTrue(resTwoDimTensorOnOneDimTensor.shape contentEquals intArrayOf(2))
     }
 
     @Test